Conference Program and Information Booklet

HPCC/SmartCity/DSS 2019

The 21th IEEE International Conference on High Performance Computing and Communications (HPCC-2019) The 17th IEEE International Conference on Smart City (SmartCity-2019) The 5th IEEE International Conference on Data Science and Systems (DSS-2019) August 10 – 12, 2019 Zhangjiajie, China

Conference Program and Information Booklet

Organized by Hunan University

Sponsored by IEEE, IEEE Computer Society, IEEE Technical Committee on Scalable Computing TABLE OF CONTENTS

Registration Desk, Name Badges and Conference Venue Map Page 1 Presentation Guidelines Page 2 Program Overview Page 3 Welcome Message from the Congress Chairs Page 8 Conference Keynotes Page 9 Summit Keynotes Page 20 Sessions of HPCC 2019 Page 23 Sessions of SmartCity 2019 Page 49 Sessions of DSS 2019 Page 52 Organizing Committee of HPCC 2019 Page 54 Program Committee of HPCC 2019 Page 55 Organizing Committee of SmartCity 2019 Page 59 Program Committee of SmartCity 2019 Page 60 Organizing Committee of DSS 2019 Page 62 Program Committee of DSS 2019 Page 63 Travel Guide Page 66 Registration Desk

The Registration Desk will be open to assist you at the following times:

 Friday, August 9, 2019, 10:00am – 6:00pm  Saturday, August 10, 2019, 8:30am – 4:00pm  Sunday, August 11, 2019, 8:30am – 4:00pm

Name Badges and Meal Tickets

All delegates, sponsors and speakers of the IEEE HPCC/SmartCity/DSS-2019 and associated workshops will be provided with a name badge, to be collected upon registration. This badge must be worn at all times as it is your official pass to all technical sessions of the conferences and morning and afternoon teas.

There are 4 different meal tickets for 2 lunches on August 10 and 11, banquet on August 10, and dinner on August 11, respectively.

Conference Venue Map

Blue Bay Hotel (蓝湾博格酒店) Near Blue Harbor, Tianchong Road, Zhangjiajie City, Hunan Province, China

1 Presentation Guidelines

Language The presentation language of the IEEE HPCC/SmartCity/DSS-2019 and associated workshops is English.

Checking In Session Chairs are requested to register at least 2 hours before their session, or as soon as the Registration Desk is open.

Setting Up You are required to arrive at the room (in which you will deliver your talk) 20 minutes before the commencement of the session. Upon arrival please confirm your attendance with the Session Chair and familiarize yourself with the venue.

Please bring with you a single paragraph summary, including your name (as you would like to be introduced), affiliation and research interests (maximum 100 words). Please present this to the session Session Chair upon arrval, for use for introductory purposes, prior to your talk.

Upon arrival, please copy your slides file to the presentation computer. If you plan to use your own equipment, please ensure it is ready to go prior to the session commencing, since there is very little time between presentations. If you have requested optional equipment, ensure that is in the room. In the larger conference rooms please, make sure you familiarise yourself with the audio system. For all assistance, please speak to the Session Chair.

Timing Please ensure your check the program for the exact time of your session and where your paper falls within the session.

It is recommended that all IEEE HPCC/SmartCity/DSS-2019 paper presentations use 20 minutes presentation time including 5 minutes question time. However, the Session Chairs will determine the exact presentation time for each paper, based on the number of presentations in each session. The Session Chairs will ensure that you do not over-run the time allocated.

Please keep strictly to this time guideline

Posters One 90*60cm-size poster slot (portrait style) will be provided for each presenter.

2 The IEEE HPCC/SmartCity/DSS-2019 Program Overview Saturday August 10, 2019 Meeting Summer Palace Room 08:30 - Registration (Lobby) 16:00 08:30 - Opening Ceremony 08:40 08:40 - Keynote 1: M. Jamal Deen, " Smart Sensors and Data Analytics for Ubiquitous-Healthcare" 09:20 (Chair: Xuemin Shen)

09:20 - Keynote 2: Bart Selman, "A 20-Year Roadmap for AI Research " 10:00 (Chair: Keqin Li) 10:00 - Coffee Break 10:15 10:15 - Keynote 3: Weihua Zhuang, "Service Provisioning in 5G Communication Networks" 10:55 (Chair: Geyong Min)

10:55 - Keynote 4: Yunhao Liu, "Internet of Everything for the New Industrial Revolution" 11:35 (Chair: Zidong Wang)

11:35 - Keynote 5: Ren C. Luo, "Cyber Physical Computing System and AI Enabled Paradigm Shift of Intelligent Robotics” 12:15 (Chair: Stephen S. Yau) 12:15 - Lunch Buffet (Blue Bay Restaurant) 13:00 Room F Room G Meeting Room A Room B Room C Room D Room E (Second (Aisle 3rd Room (Third Floor) (Third Floor) (Third Floor) (Third Floor) (Second Floor) Floor) Floor)

Session-1A-I: Session-1B-I: Parallel Session-1C-I: Session-1D-I: Session-1E-I: Session-1F-I: Session-P-I: Parallel Algorithms Data Structures and Optimizations for Machine Computational Applications Memory and 13:30 - and Applications Algorithms and Deep Learning Learning Analysis and Services File Systems 15:30 (Chair: Liang Computational Tuning (Chair: Mianxiong (Chair: Xiaokang (Chair: Xiaokang (Chair: Xu (Chair: Zheng Zhao) (Chair: Dakai Zhu) Dong) Zhou) Wang) Zhou) Xiao)

3 15:30 - Coffee Break 16:00 Session-1A-II: Session-1B-II: CPUs, Session-1C-II: Session-1D-II: Session-1E-II: Session-1F-II: Session-P-II: Security GPUs and Multi-core HPC Systems Image High- Smart City I Image 16:00 - (Chair: Puming Architectures (Chair: Lingzhi Yi) Encryption performance (Chair: Yong Processing 18:00 Wang) (Chair: Xianjun Deng) (Chair: Geyong Computing I Chen) (Chair: Zheng Min) (Chair: Yaliang Xiao) Zhao) Meeting Summer Palace Room 18:00 - Summit on High Performance Computing and Communications for Smart Cities 19:00 (Chair: Geyong Min) 19:00 - Banquet 20:30

4 Sunday August 11, 2019 Meeting Summer Palace Room 08:30- Registration (Lobby) 16:00 08:30- Keynote 1: Witold Pedrycz, "New Avenues of Artificial Intelligence for Modeling Environment: Towards Granular Artificial Intelligence" 09:10 (Chair: Zizhong Chen)

09:10- Keynote 2: Xuemin Lin, "Large-scale Graph Processing: Applications, Challenges, and Advances" 09:50 (Chair: Mianxiong Dong) 09:50 - Coffee Break 10:05 10:05 - Keynote 3: Tao Li, “Enabling Efficient Computer Architectural and System Support for Next-Generation Deep Learning Applications” 10:45 (Chair: Dakai Zhu)

10:45 - Keynote 4: Pavan Balaji, "Onward and Upward to a New Era in Supercomputing" 11:25 (Chair: Kenli LI)

11:25- Keynote 5: Xindong Wu, “HAO Intelligence: Integrating Human Intelligence and Artificial Intelligence with Organizational Intelligence” 12:05 (Chair: Wanchun Dou) 12:05- Lunch Buffet (Blue Bay Restaurant) 13:00

Meeting Room A Room B Room C Room D Room E Room F Room G Room (Third Floor) (Third Floor) (Third Floor) (Third Floor) (Second Floor) (Second Floor) (Aisle 3rd Floor)

Session-2A-I: Session-2B-I: Session-2C-I: Session-2D-I: Session-2E-I: Session-2F-I: Session-P-III: Cloud Computing Large-Data Database Data Analysis Parallel Smart City II Applications Systems (Chair: Juan Luo) Systems (Chair: Guojun Processing (Chair: Bing and Services 13:30 - (Chair: Zizhong (Chair: Ju Ren) Wang) (Chair: Hui Sun) Xiong) (Chair: Zheng 15:30 Chen) Xiao)

15:30 - Coffee Break 16:00

5 Session-2A-II: Session-2B-II: Session-2C-II: Session-2D-II: Session-2E-II: Session-2F-II: Session-P-IV: Cloud Computing Deep Communications Data Storage I Data Storage II Smart City III Optimization 16:00 - Reinforcement and Networking Algorithms 18:00 (Chair: Fei Hao) (Chair: Hongtao (Chair: Jianzeng (Chair: Sahan Learning (Chair: Jigang Guan) Li) Ahmad) (Chair: Zheng (Chair: Yulei Wu) Wu) Xiao) 18:30 Dinner Buffet (Blue Bay Restaurant)

6 Monday August 12, 2019 Room G Meeting Room A Room B Room C Room D Room E Room F (Aisle 3rd Room (Third Floor) (Third Floor) (Third Floor) (Third Floor) (Second Floor) (Second Floor) Floor)

Session-3A-I: Session-3B-I: Session-3C-I: Session-3D-I: Session-3E-I: Session-3F-I: Session-P-V: Cloud Computing Information Communications Task Scheduling Parallel Data Science and Applications 8:30 - Processing Architectures Systems and Services 10:00 (Chair: Takuya (Chair: Zhufang (Chair: Philip Fukuoka) (Chair: Jishun Kuang) Branch) (Chair: Sheng Ma) (Chair: Rongchun (Chair: Zheng Kuang) Li) Xiao) 10:00 - Coffee Break 10:30 Session-3A-II: Session-3B-II: Session-3C-II: Session-3D-II: Session-3E-II: Session-3F-II: Session-P-VI: Parallel Parallel Advanced High Performance Distributed Optimization Optimization 10:30 - Computing I Computing II Computing Computing II Systems Algorithms 12:30 Algorithms (Chair: (Chair: I-Ling (Chair: Wanchun (Chair: Jou-Ming (Chair: Chengkun (Chair: Jing Liu) (Chair: Zheng Muktikanta Sa) Yen) Dou) Chang) Wu) Xiao) 12:30 Lunch Buffet (Blue Bay Restaurant)

7 Welcome Message from the Conference Chairs

Welcome to Zhangjiajie and the 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC-SmartCity-DSS)!

HPCC-SmartCity-DSS has moved into the mainstream of computing and determined future research and development activities in many academic and industrial branches, especially when the solution of large and complex problems must cope with very tight timing schedules. HPCC-SmartCity-DSS provides a high-profile, leading-edge forum for researchers, engineers, and practitioners to present state-of-art advances and innovations in theoretical foundations, systems, infrastructure, tools, testbeds, and applications for high performance computing and communication, smart city, data science and systems, as well as to identify emerging research topics and define the future.

Here we would like to sincerely thank all organizing committee members, program committee members and reviewers for their hard work and valuable contribution. Without your help, this conference would not have been possible. Special thanks go to Hunan University for hosting this event. We greatly appreciate the technical co-sponsorship from IEEE, IEEE Computer Society, and IEEE Technical Committee on Scalable Computing (TCSC). We are very grateful to the keynote and invited speakers for their authoritative speeches. We thank all authors and conference participants for using this forum to communicate their excellent work.

Zhangjiajie is the first national forest park in China and one of the most important tourist cities in China. It is located in the northwest of Hunan province, about 400 kilometres away from Changsha, the capital of Hunan province, covering a total area of 9,563 square kilometres, of which 76% are mountainous area. Zhangjiajie was listed into the World Natural Heritage Catalogue by the UNESCO in 1992. Zhangjiajie was awarded the title of “World Geological Park” in 2004.

We wish you have a fruitful and pleasant stay in Zhangjiajie!

Kenli Li, Professor Keqin Li, Professor Laurence T. Yang, Professor, FCAE, FEIC IEEE Senior Member IEEE Fellow Chair, IEEE CS TC on Scalable Computing Dean, College of Information SUNY Distinguished Professor Chair, IEEE SMC TC on Cybermatics Science and Engineering State University of New York St Francis Xavier University, Canada Hunan University Conference General Chair Conference Steering Chair Conference Program Chair

8 Conference Keynotes Overview

Keynote 1: M. Jamal Deen, IEEE Fellow, APS Fellow, ECS Fellow, AAAS Fellow, RSC Fellow, CAE Fellow, EIC Fellow, McMaster University, Canada “Smart Sensors and Data Analytics for Ubiquitous-Healthcare” Keynote 2: Bart Selman, ACM Fellow, AAAI Fellow, AAAS Fellow, Cornell University, USA “A 20-Year Roadmap for AI Research” Keynote 3: Weihua Zhuang, IEEE Fellow, RSC Fellow, CAE Fellow, EIC Fellow, University of Waterloo, Canada “Service Provisioning in 5G Communication Networks” Keynote 4: Yunhao Liu, ACM Fellow, IEEE Fellow, Michigan State University, USA “Internet of Everything for the New Industrial Revolution” Keynote 5: Ren C. Luo, IEEE Fellow, IET Fellow, National Taiwan University, Taiwan. “Cyber Physical Computing System and AI Enabled Paradigm Shift of Intelligent Robotics” Keynote 6: Witold Pedrycz, IEEE Fellow, University of Alberta, Canada “New Avenues of Artificial Intelligence for Modeling Environment: Towards Granular Artificial Intelligence” Keynote 7: Xuemin Lin, IEEE Fellow, University of New South Wales, Australia “Large-scale Graph Processing: Applications, Challenges, and Advances” Keynote 8: Tao Li, IEEE Fellow, University of Florida, USA “Enabling Efficient Computer Architectural and System Support for Next-Generation Deep Learning Applications” Keynote 9: Pavan Balaji, Argonne National Laboratory, USA “Onward and Upward to a New Era in Supercomputing” Keynote 10: Xindong Wu, IEEE Fellow, AAAS Fellow, Mininglamp Academy of Sciences, China “HAO Intelligence: Integrating Human Intelligence and Artificial Intelligence with Organizational Intelligence”

9 IEEE HPCC/SmartCity/DSS-2019

Keynote: Smart Sensors and Data Analytics for Ubiquitous-Healthcare Prof. M. Jamal Deen, McMaster University, Canada

About the Keynote Speaker

Dr. M. Jamal Deen is Distinguished University Professor (highest rank of a Professor in Canada), Senior Canada Research Chair in Information Technology, and Director of the Micro- and Nano-Systems Laboratory, McMaster University. He served as the elected President of the Academy of Science, The Royal Society of Canada in 2015-2017 and is serving as the Past President (2017-2019). His current research interests are nanoelectronics, optoelectronics, nanotechnology, data analytics and their emerging applications to health and environmental sciences. Dr. Deen’s research record includes more than 585 peer-reviewed articles (about 20% are invited), two textbooks on “Silicon Photonics- Fundamentals and Devices” and” Fiber Optic Communications: Fundamentals and Applications”, 12 awarded patents of which 6 were extensively used in industry, and nineteen best paper/poster/presentation awards. Over his career, he has won more than seventy-five awards and honors. As an undergraduate student at the University of Guyana, Dr. Deen was the top ranked mathematics and physics student and the second ranked student at the university, winning the Chancellor’s gold medal and the Irving Adler prize. As a graduate student, he was a Fulbright-Laspau Scholar and an American Vacuum Society Scholar. He is a Distinguished Lecturer of the IEEE Electron Device Society for more than a decade and a half. His awards and honors include the Callinan Award as well as the Electronics and Photonics Award from the Electrochemical Society; a Humboldt Research Award from the Alexander von Humboldt Foundation; the Eadie Medal from the Royal Society of Canada; McNaughton Gold Medal (highest award for engineers), the Fessenden Medal and the Ham Education Medal (highest award for educators), all from IEEE Canada IEEE Canada In addition, he was awarded the four honorary doctorate degrees in recognition of his exceptional research and scholarly accomplishments, professionalism and service. Dr. Deen has also been elected Fellow status in ten national academies and professional societies including The Royal Society of Canada - The Academies of Arts, Humanities and Sciences (the highest honor for academics, scholars and artists in Canada), the Canadian Academy of Engineering (the highest honor for engineers in Canada) IEEE, APS (American Physical Society) and ECS (Electrochemical Society). Most recently, he was elected to the Order of Canada (July 2018), the highest civilian honor awarded by the Government of Canada.

Summary: Several of the grand challenges in engineering for current and future societal needs require smart sensors and data analytics. In the health area, we will discuss some major healthcare issues related to aging and several examples of smart sensor systems. We will discuss the use of sensor systems to measure your walking signals and sleep quality, and their customization to an individual’s needs. Smart sensors are also used for a living diary and in a smart home server that functions as the “brain” of a smart medical home. In addition, we will discuss what are the trends and opportunities in smart sensors. This will include various high-impact applications of smart sensors, the pervasiveness of smart phones and their feasible applications in sensing and monitoring, what are some healthcare market drivers, the growing demand for personal health and wellness monitoring systems, IoTs, and wearable technologies. The presentation will include the use of data analytics to provide important customizable information to the users based on data collected from a variety of sensors and IoT devices. Finally, we will discuss the applications of smart sensors and data analytics, and what are some important research issues in sensors, home networks, autonomic systems and healthcare in the context of a futuristic smart medical home.

10 IEEE HPCC/SmartCity/DSS-2019

Keynote: A 20-Year Roadmap for AI Research Dr. Bart Selman, Cornell University, USA

About the Keynote Speaker

Dr. Bart Selman is the Joseph C. Ford Professor of Engineering and Computer Science at Cornell University. Dr. Selman was previously at AT&T Bell Laboratories. His research interests include artificial intelligence, computational sustainability, efficient reasoning procedures, machine learning, deep learning, reinforcement learning, planning, knowledge representation, and connections between computer science and statistical physics. He has (co-)authored over 150 publications, including six Best Paper awards and two Classic Paper awards. His papers have appeared in venues spanning Nature, Science, Proc. Natl. Acad. of Sci., and a variety of conferences and journals in AI and Computer Science. He has received the Cornell Stephen Miles Excellence in Teaching Award, the Cornell Outstanding Educator Award, an NSF Career Award, and an Alfred P. Sloan Research Fellowship. He is a Fellow of the American Association for Artificial Intelligence (AAAI), a Fellow of the American Association for the Advancement of Science (AAAS), and a Fellow of the American Association for Computing Machinery (ACM). He is the recipient of the Inaugural IJCAI John McCarthy Research Award, awarded in recognition of outstanding AI researchers at their mid-career stage. Dr. Selman is the President-Elect of the Association for the Advancement of Artificial Intelligence (AAAI), the main international professional society for AI researchers and practitioners. He is also the co-Chair of a national study to determine a Roadmap for AI research to guide US government research investments in AI.

Summary: I will summarize the findings of a recently completed, community-driven study to set research directions for AI Research for the next 20 years. Over 100 prominent AI researchers contributed to the study, which was sponsored by the US-based Computing Community Consortium (CCC), working with the National Science Foundation (NSF) and the Association for the Advancement of AI (AAAI). I co-chaired the study together with Yolanda Gil (Univ. of Southern California and AAAI President).

11 IEEE HPCC/SmartCity/DSS-2019

Keynote: Service Provisioning in 5G Communication Networks Prof. Weihua Zhuang, University of Waterloo, Canada

About the Keynote Speaker

Dr. Weihua Zhuang has been with the Department of Electrical and Computer Engineering, University of Waterloo, Canada, since 1993, where she is a Professor and a Tier I Canada Research Chair in Wireless Communication Networks. She is the recipient of 2017 Technical Recognition Award from IEEE Communications Society Ad Hoc & Sensor Networks Technical Committee, and a co-recipient of several best paper awards from IEEE conferences. Dr. Zhuang was the Editor-in-Chief of IEEE Transactions on Vehicular Technology (2007-2013), Technical Program Chair/Co-Chair of IEEE VTC Fall 2017 and Fall 2016, and the Technical Program Symposia Chair of the IEEE Globecom 2011. She is a Fellow of the IEEE, the Royal Society of Canada, the Canadian Academy of Engineering, and the Engineering Institute of Canada. Dr. Zhuang is an elected member in the Board of Governors and VP Publications of the IEEE Vehicular Technology Society.

Summary: The fifth generation (5G) communication networks will accommodate a wide range of emerging services with diverse service quality requirements. The network will integrate a variety of network resources and technologies to support high transmission rate and to enhance quality of experience to mobile users. The traditional one-size-fits-all network architecture cannot efficiently meet the needs of different services, due to the poor scalability, limited adaptability, and inflexibility. Network function virtualization (NFV) enabled by software defined networking (SDN) technology is a promising approach for an agile and flexible 5G networking infrastructure. In this presentation, we will provide an overview of several recent studies for 5G networks, including dynamic radio resource slicing in wireless network virtualization, computing and transmission resource allocation in the core network, and how to establish a customized virtual network topology for multicast services.

12 IEEE HPCC/SmartCity/DSS-2019

Keynote: Internet of Everything for the New Industrial Revolution Prof. Yunhao Liu, Michigan State University, USA

About the Keynote Speaker

Yunhao Liu, ACM Fellow and IEEE Fellow, MSU Foundation Professor and Chairperson of Department of Computer Science and Engineering at Michigan State University. He is also Changjiang Professor at Tsinghua University (No pay leave). Yunhao received his BS degree in Automation Department from Tsinghua University in 1995, and an MS and a Ph.D. degree in Computer Science and Engineering at Michigan State University in 2003 and 2004, respectively. He now serves as the Editor in Chief of ACM Transactions on Sensor Networks.

Summary: I will introduce several of our ongoing Internet of Things (IoT) projects such as the GreenOrbs, TagSys, and Wifi Radar. I will focus on a few key ideas such as device free localization, sensorless sensing, and the opportunities and challenges in large scale IoT systems, and the impact of IoT to the new industrial revolution.

13 IEEE HPCC/SmartCity/DSS-2019

Keynote: Cyber Physical Computing System and AI Enabled Paradigm Shift of Intelligent Robotics Prof. Dr.- Ing. Ren C. Luo, National Taiwan University, Taiwan

About the Keynote Speaker

Prof. Ren C. Luo received the Dipl.-Ing. and Dr.-Ing degrees in electrical engineering from the Technische Universitaet Berlin, Germany. He is currently served as Irving T. Ho Chair and Life Distinguished Professor at National Taiwan University. He is current Editor-in-Chief of IEEE Transactions on Industrial Informatics. and Founding President of Robotics Society of Taiwan. He also served two-terms as President of National Chung Cheng University in Taiwan. He was a Tenured Full Professor of Department of ECE at NCSU, Raleigh, USA and Toshiba Chair Professor at the U. of Tokyo, Japan. His research interests include intelligent robotic systems, multisensor fusion and integration, Advanced Manufacturing. He has authored more than 500 papers on international refereed Transactions/Journals and refereed international conferences and 25 international patents on these topics. Prof. Luo received IEEE Eugean Mittlemann Outstanding Research Achievement Award; IEEE IROS Harashima Innovative Technologies Award; ALCOA Company Foundation Outstanding Engineering Research Award, USA Outstanding Research Awards from Ministry of Science and Technology; Prof. Luo served as Editor-in-Chief of IEEE/ASME Transactions On Mechatronics and Co-Editor-in-Chief of IEEE Transactions on Industrial Electronics. Prof. Luo served as President of IEEE Industrial Electronics Society. He also served as President of Chinese Institute of Automation Engineers, Program Director of Automation Technology Division, Ministry of Science and Technology; Prof. Luo served as Science and Technology Adviser to the Prime Minister in Taiwan. Prof. Luo also served as referee and final review panel member for the evaluation and assessment of national competitive grants program in major cross-disciplinary research project for numerous international organizations and countries, such as USA, Japan, Canada, Australia, European Union, Austria, Singapore etc.,; Prof. Luo is a Fellow of IEEE and a Fellow of IET.

Summary: Industrial cyber physical computing and edge computing integrate with data river distribution flow connecting among IT (Information Technology) and OT (Operation Technology) in revitalizing and strengthening the competitiveness of the intelligent robotics and manufacturing sector through digitalization, virtualization, network- based intelligent manufacturing systems. In this talk, issues and approaches of the core spirits of cyber physical computing and AI enabled paradigm shift of intelligent robotics and manufacturing systems which enabling new digital economy will be addressed. New insights are generated that can be used to offer industrial cyber physical services with cloud computing, edge computing and its exemplary best practices will also be presented.

14 IEEE HPCC/SmartCity/DSS-2019

Keynote: New Avenues of Artificial Intelligence for Modeling Environment: Towards Granular Artificial Intelligence Prof. Witold Pedrycz, University of Alberta, Canada

About the Keynote Speaker Witold Pedrycz (IEEE Fellow, 1998) is Professor and Canada Research Chair (CRC) in Computational Intelligence in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. He is also with the Systems Research Institute of the Polish Academy of Sciences, Warsaw, Poland. In 2009 Dr. Pedrycz was elected a foreign member of the Polish Academy of Sciences. In 2012 he was elected a Fellow of the Royal Society of Canada. In 2007 he received a prestigious Norbert Wiener award from the IEEE Systems, Man, and Cybernetics Society. He is a recipient of the IEEE Canada Computer Engineering Medal, a Cajastur Prize for Soft Computing from the European Centre for Soft Computing, a Killam Prize, and a Fuzzy Pioneer Award from the IEEE Computational Intelligence Society. His main research directions involve Computational Intelligence, fuzzy modeling and Granular Computing, knowledge discovery and data science, pattern recognition, data science, knowledge-based neural networks, and control engineering. He has published numerous papers in these areas. Dr. Pedrycz is vigorously involved in editorial activities. He is an Editor-in-Chief of Information Sciences, Editor-in-Chief of WIREs Data Mining and Knowledge Discovery (Wiley), and Co-editor-in-Chief of Int. J. of Granular Computing (Springer) and J. of Data Information and Management (Springer).

Summary: Models, prediction tasks, control algorithms commonly encountered in engineering and industrial environment are inherently numeric artifacts coming with a long and successful tradition. These artifacts are designed on a basis of experimental data that are central to numerous pursuits. In contrast, Artificial Intelligence (AI) is deeply rooted in symbols. Knowledge representation and ensuing symbolic processing are crucial to the constructs encountered there. Casting AI in the setting of data-rich environment calls for bridging an acute gap between symbols and data, grounding symbols and facilitating processing at suitable levels of abstraction. Concepts constitute a concise manifestation of key aspects and properties of data. As being built at the higher (and usually adjustable) level of abstraction than the data themselves, they capture the essence of the data and usually emerge in the form of information granules. We identify three main ways in which concepts are encountered and characterized: (i) numeric, (ii) symbolic, and (iii) granular. Each of these views come with their advantages and become complementary to a significant extent. The numeric aspects of concepts are conceptualized by engaging various clustering techniques where these methods deliver suitable algorithmic prerequisites. The quality of numeric concepts evaluated at the numeric level is described by a reconstruction criterion. The symbolic description of concepts, which is predominant in the realm of AI and symbolic computing, can be represented by sequences of labels (integers). In such a way main qualitative aspects of data are captured. This facilitates further qualitative analysis of concepts and constructs involving them by reflecting the bird’s-eye view of the data and relationships among them. They come hand in hand with a variety of analyses concerning constructs involving symbols, namely stability, distinguishability, redundancy, and conflict. All of those become central to the important facet of interpretability (transparency) of the constructs and produced outcomes. The granular concepts augment numeric concepts by bringing information granularity into the picture and invoking the principle of justifiable granularity in their construction. We elaborate on the general scheme of processing of granular modeling dwelling upon a collection of granular concepts and forming a collection of granular models. We also advocate the general scheme: data representatives symbols linguistic summarization and show its parallel manifestation and realization through the ensuing modeling artifacts (granular models) and their interpretation capabilities.

15 IEEE HPCC/SmartCity/DSS-2019

Keynote: Large-scale Graph Processing: Applications, Challenges, and Advances Prof. Xuemin Lin, University of New South Wales, Australia

About the Keynote Speaker

Xuemin Lin is a UNSW distinguished Professor - Scientia Professor, and the head of data and knowledge research group in the school of computer science and engineering at UNSW. Xuemin is a distinguished visiting Professor at Tsinghua University and visiting Chair Professor at Fudan University. He is a fellow of IEEE. Xuemin's research interests lie in databases, data mining, algorithms, and complexities. Specifically, he is working in the areas of scalable processing and mining of large-scale data, including graph, spatial- temporal, streaming, text and uncertain data. Xuemin currently serves as the editor-in-Chief of IEEE Transactions on Knowledge and Data Engineering (Jan 2017 - now). He was an associate editor of ACM Transactions Database Systems (2008-2014) and IEEE Transactions on Knowledge and Data Engineering (Feb 2013- Jan 2015), and an associate editor-in-Chief of IEEE Transactions on Knowledge and Data Engineering (2015-2016), respectively. He has been regularly serving as a PC member and area chairs/SPC in SIGMOD, VLDB, ICDE, ICDM, KDD, CIKM, and EDBT. He is a PC-chair of ICDE2019 and VLDB2022.

Summary: Graph data are key parts of Big Data and widely used for modelling complex structured data with a broad spectrum of applications. Over the last decade, tremendous research efforts have been devoted to many fundamental problems in managing and analysing graph data. In this talk, I will cover various applications, challenges, and our recent advances in graph matching, cohesive subgraph mining, etc. We will also look into the future of the area.

16 IEEE HPCC/SmartCity/DSS-2019

Keynote: Enabling Efficient Computer Architectural and System Support for Next- Generation Deep Learning Applications Prof. Tao Li, University of Florida, USA

About the Keynote Speaker

Dr. Tao Li is a full professor in the Department of Electrical and Computer Engineering at the University of Florida. He received a Ph.D. in Computer Engineering from the University of Texas at Austin. His research interests include computer architecture, microprocessor/memory/storage system design, virtualization technologies, energy-efficient/sustainable/ dependable data center, cloud/big data computing platforms, the impacts of emerging technologies/applications on computing, and evaluation of computer systems. Dr. Tao Li received 2009 National Science Foundation Faculty Early CAREER Award, 2008, 2007, 2006 IBM Faculty Awards, 2008 Microsoft Research Safe and Scalable Multi-core Computing Award and 2006 Microsoft Research Trustworthy Computing Curriculum Award. Dr. Tao Li co-authored two papers that won the Best Paper Awards in ICCD 2016, HPCA 2011 and seven papers that were nominated for the Best Paper Awards in HPCA 2018, HPCA 2017, ICPP 2015, CGO 2014, DSN 2011, MICRO 2008 and MASCOTS 2006. Dr. Tao Li is one of the College of Engineering winners, University of Florida Doctor Dissertation Advisor/Mentoring Award for 2013-2014 and 2011-2012. Dr. Tao Li is an IEEE Fellow.

Summary: In recent years, the artificial intelligence (AI) techniques, represented by deep neural networks (DNN), have emerged as indispensable tools in many fields. Traditionally, due to its huge compute power and scalability, the cloud data center is often the best option for training and evaluating AI applications. With the increasing computing power and energy efficiency of mobile devices, there is a growing interest in performing AI applications on mobile platforms. As a result, we believe the next-generation AI applications are pervasive across all platforms, ranging from central cloud data center to edge-side wearable and mobile devices. However, we observe several gaps that challenge the pervasive AI applications. First, the large size of such newly developed AI networks poses both throughput and energy challenges to the underlying processing hardware, which hinders ubiquitous deployment for many promising AI applications. Second, the traditional statically trained AI model in cloud data center could not efficiently handle the dynamic data in the real in-situ environments, which leads to low inference accuracy. Lastly, the training of AI models still involves extensive human efforts to collect and label the large-scale dataset, which becomes impractical in big data era where raw data is largely un-labeled and uncategorized. In this talk, I will present architecture and system support which enables next generation AI applications to become high efficient and intelligent. I will first introduce Pervasive AI, a user satisfaction-aware deep learning inference framework, to provide the best user satisfaction when migrating AI-based applications from Cloud to all kinds of platforms. Next, I will describe In-situ AI, a novel-computing paradigm tailored to in-situ AI applications. Furthermore, to tackle the big data challenge and achieve real intelligent (support autonomous learning), I will introduce Unsupervised AI, an unsupervised GAN-based deep learning accelerator.

17 IEEE HPCC/SmartCity/DSS-2019

Keynote: Onward and Upward to a New Era in Supercomputing Prof. Pavan Balaji, Argonne National Laboratory, USA

About the Keynote Speaker

Dr. Pavan Balaji holds appointments as a Computer Scientist and Group Lead at the Argonne National Laboratory, where he leads the Programming Models and Runtime Systems group. His research interests include parallel programming models and runtime systems for communication and I/O on extreme-scale supercomputing systems, modern system architecture, cloud computing systems, data-intensive computing, and big-data sciences. He has nearly 200 publications in these areas and has delivered nearly 200 talks and tutorials at various conferences and research institutes. He is a recipient of several awards including the IEEE TCSC Award for Excellence in Scalable Computing (Middle Career) in 2015; TEDxMidwest Emerging Leader award in 2013; U.S. Department of Energy Early Career award in 2012; Crain's Chicago 40 under 40 award in 2012; Los Alamos National Laboratory Director's Technical Achievement award in 2005; Ohio State University Outstanding Researcher award in 2005; best paper awards at ACM HPDC 2018, IEEE ScalCom 2013, Euro PVM/MPI 2009, ISC 2009, IEEE Cluster 2008, Euro PVM/MPI 2008, ISC 2008; best paper finalist at IEEE/ACM SC 2014; best poster award at IEEE ICPADS 2018; best poster finalist at IEEE/ACM SC 2014; and best student poster award at ICPP 2018. He has served as a chair or editor for nearly 50 journals, conferences and workshops, and as a technical program committee member in numerous conferences and workshops. He is a senior member of the IEEE and a professional member of the ACM. More details about Dr. Balaji are available at http://www.mcs.anl.gov/~balaji.

Summary: Supercomputing systems are used everywhere today. Starting with their humble beginnings as tools for large scientific simulations, supercomputing systems are used in almost all aspects of our daily lives today from interactions with friends and family to transportation, education, and the general improvement in the quality of our lives. As we move from the current generation of supercomputers to the next generation of more powerful systems, all the way to Exascale supercomputers, the needs of end users and their applications is increasing and more importantly broadening the way in which these systems are used. In this talk I'll discuss some of the new challenges of this new breed of supercomputing applications---such as deep learning, precision medicine and data sciences--- and how we need supercomputing systems to evolve to meet these challenges.

18 IEEE HPCC/SmartCity/DSS-2019

Keynote: HAO Intelligence: Integrating Human Intelligence and Artificial Intelligence with Organizational Intelligence Prof. Xindong Wu, Mininglamp Academy of Sciences, China

About the Keynote Speaker

Dr. Xindong Wu is President of Mininglamp Academy of Sciences, Mininglamp Technology, Beijing, and Director of the Key Laboratory of Knowledge Engineering with Big Data (Hefei University of Technology), Ministry of Education, China. He is a Fellow of the IEEE and the AAAS. He holds a PhD in Artificial Intelligence from the University of Edinburgh and Bachelor’s and Master’ s degrees in Computer Science from the Hefei University of Technology, China. Dr. Wu ’ s research interests include data mining, Bigdata analytics, knowledge engineering, and Web systems. Dr. Wu is the Steering Committee Chair of the IEEE International Conference on Data Mining (ICDM), the Editor-in-Chief of Knowledge and Information Systems (KAIS, by Springer), the Founding Chair (2002-2006) of the IEEE Computer Society Technical Committee on Intelligent Informatics (TCII), and an Editor-in- Chief of the Springer Book Series on Advanced Information and Knowledge Processing (AI&KP). He was the Editor-in-Chief of the IEEE Transactions on Knowledge and Data Engineering (TKDE, by the IEEE Computer Society) between January 1, 2005 and December 31, 2008, and is currently a Co-Editor-in-Chief of the ACM Transactions on Knowledge Discovery from Data (TKDD, by ACM). He has served as Program Committee Chair/Co-Chair for ICDM ’03 (the 3rd IEEE International Conference on Data Mining), KDD-07 (the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining), CIKM 2010 (the 19th ACM Conference on Information and Knowledge Management), ASONAM 2014 (the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining), and ICBK 2017 (the 8th IEEE International Conference on Big Knowledge). Professor Wu is the 2004 ACM SIGKDD Service Award winner and the 2006 IEEE ICDM Outstanding Service Award winner. He received the 2012 IEEE Computer Society Technical Achievement Award “ for pioneering contributions to data mining and applications”, and the 2014 IEEE ICDM 10-Year Highest-Impact Paper Award. He won the Best Paper Awards from the 2005 and 2011 IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005 & 2011) and the 2012 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2012), and also the IEEE ICDM-2007 Best Theory/Algorithms Paper Runner-Up Award.

Summary: We present a HAO Intelligence framework, which integrates human intelligence (HI), artificial intelligence (AI) and organizational intelligence, for domain-specific industrial applications. HAO Intelligence starts with Bigdata, discovers Big Knowledge, and facilitates human and machine synergism for complex problem solving. This talk discusses Bigdata, Big Knowledge and Big Wisdom, and instantiates HAO Intelligence with a Big Wisdom case study for intelligent catering services.

19 Summit on High Performance Computing and Communications for Smart Cities

About the Summit Keynote Speakers

Professor Geyong Min is the Chair and Director of High-Performance Computing and Networking (HPCN) Research Group at the University of Exeter, UK. He received the PhD degree in Computing Science from the University of Glasgow, UK, in 2003, and the B.Sc. degree in Computer Science from Huazhong University of Science and Technology, China, in 1995. He joined the University of Bradford as a Lecturer in 2002, became a Senior Lecturer in 2005 and a Reader in 2007, and was promoted to a Professor in Computer Science in 2012. His main research interests include Scalable Computing and Networking Systems, Cloud Computing, Mobile Computing, Future Internet, Wireless Networks, System Modelling and Performance Optimization. Prof. Min holds a world-class research track record of publications in the top international journals and at the prestigious conferences. He has produced more than 250 research publications including 2 edited books, 18 book chapters, 5 conference proceedings, and 100 papers in the leading international journals including IEEE/ACM Transactions. Prof. Min is an Editorial Board member of 8 international journals including IEEE Transactions on Computers and serves as the Guest Editor for 18 international journals. He has chaired/co-chaired 30 international conferences /workshops and served as the committee member of 120 professional conferences/workshops. He was awarded the Outstanding Leadership Awards from IEEE International conferences HPCC'2012, IUCC'2011, CIT'2010, ScalCom'2009, HPCC'2008 and one Outstanding Service Award from ISPA'2006. Prof. Min is the Founding Co-Chair of IEEE International Conference on Ubiquitous Computing and Communications (IUCC), the International Workshop on Performance Modelling, Evaluation, and Optimisation of Parallel and Distributed Systems (PMEO-PDS), and the International Workshop on Performance Analysis and Enhancement of Wireless Networks (PAEMN).

Dr. M. Jamal Deen is Distinguished University Professor (highest rank of a Professor in Canada), Senior Canada Research Chair in Information Technology, and Director of the Micro- and Nano-Systems Laboratory, McMaster University. He served as the elected President of the Academy of Science, The Royal Society of Canada in 2015-2017 and is serving as the Past President (2017-2019). His current research interests are nanoelectronics, optoelectronics, nanotechnology, data analytics and their emerging applications to health and environmental sciences. Dr. Deen’s research record includes more than 585 peer-reviewed articles (about 20% are invited), two textbooks on “Silicon Photonics- Fundamentals and Devices” and” Fiber Optic Communications: Fundamentals and Applications”, 12 awarded patents of which 6 were extensively used in industry, and nineteen best paper/poster/presentation awards. Over his career, he has won more than seventy-five awards and honors. As an undergraduate student at the University of Guyana, Dr. Deen was the top ranked mathematics and physics student and the second ranked student at the university, winning the Chancellor’s gold medal and the Irving Adler prize. As a graduate student, he was a Fulbright-Laspau Scholar and an American Vacuum Society Scholar. He is a Distinguished Lecturer of the IEEE Electron Device Society for more than a decade and a half. His awards and honors include the Callinan Award as well as the Electronics and Photonics Award from the Electrochemical Society; a Humboldt Research Award from the Alexander von Humboldt Foundation; the Eadie Medal from the Royal Society of Canada; McNaughton Gold Medal (highest award for engineers), the Fessenden Medal and the Ham Education Medal (highest award for educators), all from IEEE Canada IEEE Canada In addition, he was awarded the four honorary doctorate degrees in recognition of his exceptional research and scholarly accomplishments, professionalism and service. Dr. Deen has also been elected Fellow status in ten national academies and professional societies including The Royal Society of Canada - The Academies of Arts, Humanities 20 and Sciences (the highest honor for academics, scholars and artists in Canada), the Canadian Academy of Engineering (the highest honor for engineers in Canada) IEEE, APS (American Physical Society) and ECS (Electrochemical Society). Most recently, he was elected to the Order of Canada (July 2018), the highest civilian honor awarded by the Government of Canada.

Xuemin Lin is a UNSW distinguished Professor - Scientia Professor, and the head of data and knowledge research group in the school of computer science and engineering at UNSW. Xuemin is a distinguished visiting Professor at Tsinghua University and visiting Chair Professor at Fudan University. He is a fellow of IEEE. Xuemin's research interests lie in databases, data mining, algorithms, and complexities. Specifically, he is working in the areas of scalable processing and mining of large-scale data, including graph, spatial- temporal, streaming, text and uncertain data. Xuemin currently serves as the editor-in-Chief of IEEE Transactions on Knowledge and Data Engineering (Jan 2017 - now). He was an associate editor of ACM Transactions Database Systems (2008-2014) and IEEE Transactions on Knowledge and Data Engineering (Feb 2013- Jan 2015), and an associate editor-in-Chief of IEEE Transactions on Knowledge and Data Engineering (2015-2016), respectively. He has been regularly serving as a PC member and area chairs/SPC in SIGMOD, VLDB, ICDE, ICDM, KDD, CIKM, and EDBT. He is a PC-chair of ICDE2019 and VLDB2022.

Zidong Wang is Professor of Dynamical Systems and Computing at Brunel University London, West London, United Kingdom. He was born in 1966 in Yangzhou, Jiangsu, China. He received the BSc degree in Mathematics in 1986 from Suzhou University, Suzhou, the MSc degree in Applied Mathematics in 1990 and the PhD degree in Electrical and Computer Engineering in 1994, both from Nanjing University of Science and Technology, Nanjing. Professor Wang's research interests include dynamical systems, signal processing, bioinformatics, control theory and applications. He has published more than 200 papers in refereed international journals. He was awarded the Humboldt research fellowship in 1996 from Alexander von Humboldt Foundation, the JSPS Research Fellowship in 1998 from Japan Society for the Promotion of Science, and the William Mong Visiting Research Fellowship in 2002 from the University of Hong Kong. He was a recipient of the State Natural Science Award from the State Council of China in 2014 and the Outstanding Science and Technology Development Awards (once in 2005 and twice in 1997) from the National Education Committee of China. Professor Wang is a Fellow of the IEEE (for contributions to networked control and complex networks), a Member of the IEEE Press Editorial Board, a Member of the EPSRC Peer Review College of the UK, a Fellow of the Royal Statistical Society, a member of program committee for many international conferences, and a very active reviewer for many international journals. Professor Wang is currently serving or has served as the Editor-in-Chief for Neurocomputing, Deputy Editor-in-Chief for International Journal of Systems Science, Executive Editor for Systems Science and Control Engineering, Subject Editor for Journal of The Franklin Institute, an Associate Editor for IEEE Transactions on Automatic Control, IEEE Transactions on Control Systems Technology, IEEE Transactions on Systems, Man, and Cybernetics - Systems, Asian Journal of Control, Science China Information Sciences, IEEE/CAA Journal of Automatica Sinica.

21 Dr. Pavan Balaji holds appointments as a Computer Scientist and Group Lead at the Argonne National Laboratory, where he leads the Programming Models and Runtime Systems group. His research interests include parallel programming models and runtime systems for communication and I/O on extreme-scale supercomputing systems, modern system architecture, cloud computing systems, data-intensive computing, and big-data sciences. He has nearly 200 publications in these areas and has delivered nearly 200 talks and tutorials at various conferences and research institutes. He is a recipient of several awards including the IEEE TCSC Award for Excellence in Scalable Computing (Middle Career) in 2015; TEDxMidwest Emerging Leader award in 2013; U.S. Department of Energy Early Career award in 2012; Crain's Chicago 40 under 40 award in 2012; Los Alamos National Laboratory Director's Technical Achievement award in 2005; Ohio State University Outstanding Researcher award in 2005; best paper awards at ACM HPDC 2018, IEEE ScalCom 2013, Euro PVM/MPI 2009, ISC 2009, IEEE Cluster 2008, Euro PVM/MPI 2008, ISC 2008; best paper finalist at IEEE/ACM SC 2014; best poster award at IEEE ICPADS 2018; best poster finalist at IEEE/ACM SC 2014; and best student poster award at ICPP 2018. He has served as a chair or editor for nearly 50 journals, conferences and workshops, and as a technical program committee member in numerous conferences and workshops. He is a senior member of the IEEE and a professional member of the ACM. More details about Dr. Balaji are available at http://www.mcs.anl.gov/~balaji.

22 The HPCC 2019 Technical Program Saturday August 10, 2019

Session-1A-I: Parallel Algorithms and Applications Session Chair: Zizhong Chen 1. An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy Shenghong Jiang (Shanghai University), Yongmei Lei (Shanghai University), Shuqing Wang (Shanghai University), and Dongxia Wang (Shanghai University) 2. A Sharing Path Awareness Scheduling Algorithm for Dataflow Architecture Yi Li (Institute of Computing Technology), Xu Tan (Institute of Computing Technology), Rui Xue (Institute of Computing Technology), Xiaochun Ye (Institute of Computing Technology), Wenming Li (Institute of Computing Technology), Da Wang (Institute of Computing Technology), Hao Zhang (Institute of Computing Technology), and Dongrui Fan(Institute of Computing Technology) 3. A Parallel Implementation of a XDraw Viewshed Algorithm with Spark Zhang Jianbo (China University of Geosciences), Chen Caikun (China University of Geosciences), Liang Tingnan (China University of Geosciences), Xia Hao (China University of Geosciences), and Zhou Simin (China University of Geosciences) 4. A Multi-objective Localization Algorithm with Real Average Distance in WSN Penghong Wang (Complex System and Computational Intelligence Laboratory), Lei Du (Taiyuan University of Science and Technology), Zhihua Cui (Taiyuan University of Science and Technology), Xingjuan Cai (Taiyuan University of Science and Technology), and Liping Xie (Taiyuan University of Science and Technology) 5. A Forwarding Strategy based on Recommendation Algorithm in Named Data Networking Tianfang Cheng (Liaoning University), Yue Yang (Liaoning University), and Dapeng Qu (Liaoning University) 6. A Heterogeneous Parallel Genetic Algorithm Based on SW26010 Processors Yao Liu (East China Normal University), Qidan Liao (East China Normal University), Jun Sun (East China Normal University), Mengtao Hu (East China Normal University), Li Liu (East China Normal University), and Lin Zheng (Baidu Inc.) Session-1B-I: Parallel Data Structures and Algorithms and Computational Tuning Session Chair: Dakai Zhu 1. A Parallel BMH String Matching Algorithm-based on OpenMP Xiao Qi (Northwest A&F University), Bin Liu (Northwest A&F University), Yuancheng Li (Xi'an University of Science and Technology), Yanning Du (Xi'an University of Technology), Yuxiang Li (Henan University of Science and Technology), and Dangdang Niu (Northwest A&F University) 2. A Lightweight Collective Communication based Parallel Algorithm for the Greedy Point Selection in RBF Mesh Deformation Ran Zhao (National University of Defense Technology), Chao Li (National University of Defense Technology), Xiaowei Guo (National University of Defense Technology), Sijiang Fan (National University of Defense Technology), Yi Wang (National University of Defense Technology), Yi Liu (National University of Defense Technology), and Canqun Yang (National University of Defense Technology) 3. A Case Study on the Efficiency of User-level Parallel File Systems Chen Chen (ShanghaiTech University), Jianzhong Liu (ShanghaiTech University), Yanliang Zou (ShanghaiTech University), Tongliang Deng (ShanghaiTech University), Xiaomin Zhu (National University of Defense Technology), and Shu Yin (ShanghaiTech University) 4. A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds Shujin Cao (National University of Defense Technology), Kefeng Deng (National University of Defense Technology), Kaijun Ren (National University of Defense Technology), Xiaoyong Li (National University of Defense Technology), Tengfei Nie (National University of Defense Technology), and Junqiang Song (National University of Defense Technology) 5. Performance Modelling and Optimization of Controller Cluster Deployments in Software-Defined WAN Jinyuan Zhao (Central South University & Hunan Institute of Engineering), Zhigang Hu (Central South University), Bing Xiong (Changsha University of Science and Technology), and Meiguang Zheng (Central South University) 6. PDMF: Parallel Dictionary Motif Finder on Multicore and GPU

23 Michelle Salomon (California State University, Fresno), Sanjay Soundarajan (California State University, Fresno), and Jin H. Park(California State Univesity, Fresno) Session-1C-I: Optimizations for Deep Learning Session Chair: Mianxiong Dong 1. An Auto Code Generator for Stencil on SW26010 Xiaomin Zhu (Shenzhen Institutes of Advanced Technology), Yunhui Zeng (Shandong Computer Science Center), Yanjie Wei (Shenzhen Institutes of Advanced Technology), Shengzhong Feng (Shenzhen Institutes of Advanced Technology), Weiguo Liu (Shandong University), and Pavan Balaji (Argonne National Laboratory) 2. An Apache Spark-based Platform for Predicting the Performance of Undergraduate Student Thong Le Mai (Ho Chi Minh City University of Technology), Phat Thanh Do (Ho Chi Minh City University of Technology), Minh Thanh Chung (Ho Chi Minh City University of Technology), and Nam Thoai (Ho Chi Minh City University of Technology) 3. Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-aware Parameter Server Huihuang Yu (University of Science and Technology of China), Zongwei Zhu (University of Science and Technology of China), XiangLan Chen (University of Science and Technology of China), Yuming Cheng (University of Science and Technology of China), Yahui Hu (University of Science and Technology of China), and Xi Li (University of Science and Technology of China) 4. Fast Convergence Average Consensus-based Time Synchronization with Innovative Implementation Fanrong Shi (Southwest University of Science and Technology), Xianguo Tuo (Sichuan University of Science and Engineering), Lili Ran (Southwest University of Science and Technology), Zhenwen Ren (Southwest University of Science and Technology), and Simon X. Yang (University of Guelph) 5. Failure Order: A Missing Piece in Disk Failure Processing of Data Centers Yusheng Yi (Huazhong University of Science and Technology), Jiang Xiao (Huazhong University of Science and Technology), Song Wu (Huazhong University of Science and Technology), Huichuwu Li (Huazhong University of Science and Technology), and Hai Jin (Huazhong University of Science and Technology) 6. Entropy-based Gradient Compression for Distributed Deep Learning Di Kuang (Sun Yat-sen University), Mengqiang Chen (Sun Yat-sen University), Danyang Xiao (Sun Yat- sen University), and Weigang Wu (Sun Yat-sen University) Session-1D-I: Machine Learning Session Chair: Xiaokang Zhou 1. Inferring Behaviors via Encrypted Video Surveillance Traffic by Machine Learning Xiaolong Liu (Institute of Information Engineering & University of Chinese Academy of Sciences), Jibao Wang (Institute of Information Engineering & University of Chinese Academy of Sciences), Ying Yang (Institute of Information Engineering & University of Chinese Academy of Sciences), Zigang Cao (Institute of Information Engineering & University of Chinese Academy of Sciences), Gang Xiong (Institute of Information Engineering & University of Chinese Academy of Sciences), and Wei Xia (Institute of Information Engineering & University of Chinese Academy of Sciences) 2. FPGA Realization of MRC with Optimized Exponent for Adaptive Array Antennas Rafic Ayoubi (University of Balamand), Jihad Daba (University of Balamand), and Samir Berjaoui (Rafik Hariri University) 3. FLONet:Fewer Labeling Cost Active Learning for Deep Neural Network Xianya Fu (Beihang University), Rui Wang (Beihang University), Peixuan Zuo (Beihang University), Jiaming Zhou (Beihang University), Jia Zhai (Electromagnetic Scattering Laboratory), Xiaodan Xie (Electromagnetic Scattering Laboratory), Zhongzhi Luan (Beihang University), and Depei Qian (Beihang University) 4. Longest Name Prefix Match on Multi-core Processors Ke Xu (Hunan University), Dafang Zhang (Hunan University), and Yanbiao Li (Hunan University) 5. Dynamic Scheduling of EDA Scientific Workflows in Hybrid Computing Environments Qinghao Shen (Tianjin University), Ce Yu (Tianjin University), Jian Xiao (Tianjin University), Shanjiang Tang (Tianjin University), Xiangfei Meng (National Supercomputer Center Tianjin), and Jianzeng Li (National Supercomputer Center Tianjin) 6. C-MAP: Improving the Effectiveness of Mapping Method for CGRA by Reducing NoC Congestion Shuqian An (University of Chinese Academy of Sciences), Mingzhe Zhang (State Key Laboratory of Computer Architecture), Xiaochun Ye (State Key Laboratory of Computer Architecture), Da Wang (State 24 Key Laboratory of Computer Architecture), Hao Zhang (State Key Laboratory of Computer Architecture), Dongrui Fan (State Key Laboratory of Computer Architecture), and Zhimin Tang (State Key Laboratory of Computer Architecture) Session-1E-I: Computational Analysis Session Chair: Xiaokang Wang 1. A Comparative Study of Large-scale Cluster Workload Traces via Multiview Analysis Li Ruan (Beihang University), Xiangrong Xu (Beihang University), Limin Xiao (Beihang University), Feng Yuan (Institute of Software Application Technology Guangzhou & Chinese Academy of Sciences), Yin Li (Institute of Software Application Technology Guangzhou and Chinese Academy of Sciences), and Dong Dai (University of North Carolina at Charlotte) 2. A Fault-Tolerant Routing Strategy with Graceful Performance Degradation for Fat-Tree Topology Supercomputer Jiaqing Xu (National University of Defense Technology), Dongjing Cai (National University of Defense Technology), Jie He (National University of Defense Technology), and Fuqiao Tang (National University of Defense Technology) 3. Pream: Enhancing HPC Storage System Performance with Pre-allocated Metadata Management Mechanism Hongbo Li (Sun Yat-Sen University), Peng Cheng (National University of Defense Technology), Zhiguang Chen (Sun Yat-Sen University), and Nong Xiao (Sun Yat-Sen University) 4. Budget Constraint Roadside Units Placement for Traffic Flows Monitoring System with Reliability in Vehicular Networks Peng Jiang (Wuhan University of Science and Technology), Peng Li (Wuhan University of Science and Technology), Tao Zhang (New York Institute of Technology), Weiyi Huang (Wuhan University of Science and Technology), Heng He (Wuhan University of Science and Technology), Lei Nie (Wuhan University of Science and Technology), and Qin Liu (Wuhan University) 5. A Session-Packets-based Encrypted Traffic Classification using Capsule Neural Networks Susu Cui (Institute of Information Engineering), Bo Jiang (Institute of Information Engineering), Zhenzhen Cai (Institute of Information Engineering), Zhigang Lu (Institute of Information Engineering), Song Liu (Institute of Information Engineering), and Jian Liu (Institute of Information Engineering) 6. A Secure Wireless Communication Mechanism based on Multi-WFRF Yong Li (Science and Technology on Communication Networks Laboratory & China Electronics Technology Group Corp.) and Zhiqun Song (Harbin Institute of Technology & China Electronics Technology Group Corp.) Session-1F-I: Applications and Services Session Chair: Xu Zhou 1. Possibility Theory and Description Logics based New Concept Extraction Approach Kabil Boukhari (University of Sousse) and Mohamed Nazih Omri (University of Sousse) 2. Access-Aware Self-adaptive Data Mapping onto 3D-stacked Hybrid DRAM-PCM based Chip-Multiprocessor Rakesh Pandey (IIT Guwahati) and Aryabartta Sahu (IIT Guwahati) 3. An Efficient Practical Concurrent Wait-Free Unbounded Graph Sathya Peri (Indian Institute of Technology Hyderabad), Chandra Kiran Reddy (Indian Institute of Technology Hyderabad), and Muktikanta Sa (Indian Institute of Technology Hyderabad) 4. DMF: A Dynamic Multi-path Forwarding Strategy for Information Centric Networks Yongmao Ren (Computer Network Information Center), Zhentao Li (Computer Network Information Center & University of Chinese Academy of Sciences), Jun Li (Computer Network Information Center), Yifang Qin (Computer Network Information Center), Haibo Wu (Computer Network Information Center), and Xu Zhou (Computer Network Information Center) 5. A Parallel Crime Activity Clustering Algorithm based on Apache Spark Cloud Computing Platform Khin Nandar Win (Hunan University), Jianguo Chen (Hunan University), Guoqing Xiao (Hunan University), Yuedan Chen (Hunan University), and Philippe Fournier Viger (Harbin Institute of Technology) Session-1A-II: Security Session Chair: Puming Wang 1. Matching-based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks Na Wang (Nanjing University of Aeronautics and Astronautics), Kun Zhu (Nanjing University of Aeronautics and Astronautics), Hongyan Qian (Nanjing University of Aeronautics and Astronautics), Ran Wang (Nanjing University of Aeronautics and Astronautics), and Yuanyuan Xu (Hohai University) 2. Efficient Large-scale 1D FFT Vectorization on Multi-core Vector Accelerator 25 Zhong Liu (National University of Defense Technology), Xi Tian (National University of Defense Technology), Xiaowen Chen (National University of Defense Technology), Yuanwu Lei (National University of Defense Technology), and Man Liao (National University of Defense Technology) 3. Detecting Malicious Domains Using Modified SVM Model Jiachen Zhu (Shanghai Jiaotong University) and Futai Zou (Shanghai Jiaotong University) 4. CFADefense: A Security Solution to Detect and Mitigate Crossfire Attacks in Software-Defined IoT-Edge Infrastructure Wajid Rafique (Nanjing University), Xin He (Nanjing University), Zifan Liu (Nanjing University), Yuhu Sun (Nanjing University), and Wanchun Dou (Nanjing University) 5. Bottleneck-aware Task Scheduling Based on Per-Stage and Multi-ML Profiling Tiago Barreto Goes Perez (University of Colorado, Colorado Springs), Xiaobo Zhou (University of Colorado, Colorado Springs), Liu Liu (Tongji University), and Zhijun Ding (Tongji University) 6. A Learning-based Vehicle-Trajectory Generation Method for Vehicular Networking Liang Zhao (Shenyang Aerospace University), Yufei Liu (Shenyang Aerospace University), Ahmed Al- Dubai (Edinburgh Napier University), Zhiyuan Tan (Edinburgh Napier University), Geyong Min (University of Exeter), and Lexi Xu (China Unicom) Session-1B-II: CPUs, GPUs and Multi-core Architectures Session Chair: Xianjun Deng 1. WMUD: A Whitelist Method of USB Devices Redirection for Virtual Desktop Xinling Shen (Chinese Academy of Sciences), Nan Li (Chinese Academy of Sciences), Chao Liu (Chinese Academy of Sciences), and Mengnan Cai (Chinese Academy of Sciences) 2. Feature-Aware Task Scheduling on CPU-FPGA Heterogeneous Platforms Peilun Du (Beijing University of Posts and Telecommunications), Zichang Sun (Beijing University of Posts and Telecommunications), Haitao Zhang (Beijing University of Posts and Telecommunications), and Huadong Ma (Beijing University of Posts and Telecommunications) 3. An Efficient GPU Implementation Technique for Higher-Order 3D Stencils Omer Anjum (University of Illinois at Urbana-Champaign), Garcia de Gonzalo Simon (University of Illinois at Urbana-Champaign), Mert Hidayetoglu (University of Illinois at Urbana-Champaign), and Wen-Mei Hwu (University of Illinois at Urbana-Champaign) 4. An efficient design and implementation of Deduplication on Open-Channel SSDs Qiqi Hu (Huazhong University of Science and Technology), Jianxi Chen (Huazhong University of Science and Technology), Dan Feng (Huazhong University of Science and Technology), Qing Yang (Huazhong University of Science and Technology), and Bo Liu (Hikstor Technology Co., LTD) 5. Address Randomization for Dynamic Memory Allocators on the GPU Can Peng (Hunan University), Chenlin Huang (National University of Defense Technology), Daokun Hu (Hunan University), Di Bang (Hunan University), Jianhua Sun (Hunan University), Hao Chen (Hunan University), and Xionghu Zhong (Hunan University) 6. A New Hybrid Approach for C&C Channel Detection Jianguo Jiang (Institute of Information Engineering), Qilei Yin (Institute of Information Engineering), Zhixin Shi (Institute of Information Engineering), Qiwen Wang (Institute of Information Engineering), and Wei Zhou (Institute of Information Engineering) Session-1C-II: HPC Systems Session Chair: Lingzhi Yi 1. Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems Wenxu Zheng (National University of Defense Technology), Jianbin Fang (National University of Defense Technology), Chen Juan (National University of Defense Technology), Feihao Wu (National University of Defense Technology), Xiaodong Pan (National University of Defense Technology), Hao Wang (National University of Defense Technology), Xiaole Sun (National University of Defense Technology), Yuan Yuan (National University of Defense Technology), Min Xie (National University of Defense Technology), Chun Huang (National University of Defense Technology), Tao Tang (National University of Defense Technology), and Zheng Wang (Xi’an University of Posts and Telecommunications) 2. An Empirical Study of Chunk Size Variation in DASH System Bo Wang (Beijing National Research Center for Information Science and Technology & Tsinghua University) and Fengyuan Ren (Beijing National Research Center for Information Science and Technology & Tsinghua University) 3. An Efficient Inter-node Communication System with Lightweight-thread Scheduling 26 Takuya Fukuoka (University of Tokyo), Wataru Endo (University of Tokyo), and Kenjiro Taura (University of Tokyo) 4. An Analysis of Holistic Tail Latency Behaviors of Java Microservices Pasindu Tennage (WSO2 Research), Srinath Perera (WSO2 Research), Malith Jayasinghe (WSO2 Research), and Sanath Jayasena (University of Moratuwa) 5. A Robust Throughput Scheme for Bitcoin Network without Block Reward Dongli Zhou (Shanghai Jiao Tong University), Na Ruan (Shanghai Jiao Tong University), and Weijia Jia (University of Macau) 6. A Reconfigurable Address Translation Cache for Interconnect Network of High-Performance Computer Jianmin Zhang (National University of Defense Technology), Tiejun Li (National University of Defense Technology), and Liquan Xiao (National University of Defense Technology) Session-1D-II: Image Encryption Session Chair: Geyong Min 1. Neighborhood graph embedding for nodes clustering of social network Shuliang Xu (Dalian University of Technology), Shenglan Liu (Dalian University of Technology), and Lin Feng (Dalian University of Technology) 2. Joint Distortion Estimation and Layer Selection of Unequal Error Protection for SVC Video Transmission over FSO Networks Xingjun Zhang (Xi’an Jiaotong University), Xuan Zhang (Xi’an Jiaotong University), Zhe Fu (Xi’an Jiaotong University), Bocheng Yu (Xi’an Jiaotong University), and Scott Fowler (Linköping University) 3. Joint Job Offloading and Resource Allocation for Distributed Deep Learning in Edge Computing Haichuan Wang (University of Science and Technology of China), Xi Chen (University of Science and Technology of China), Hongli Xu (University of Science and Technology of China), Jianchun Liu (University of Science and Technology of China), and Liusheng Huang (University of Science and Technology of China) 4. Efficient Differentiated Storage Architecture for Large-scale Flow Tables in OpenFlow Networks Bing Xiong (Changsha University of Science and Technology), Rengeng Wu (Changsha University of Science and Technology), Zhuofan Liao (Changsha University of Science and Technology), and Jin Wang (Changsha University of Science and Technology) 5. EdgeCache: A Game-theoretic Edge-based Content Caching System for Crowd Video Sharing Nathan Vance (University of Notre Dame), Daniel Zhang (University of Notre Dame), and Dong Wang (University of Notre Dame) 6. An RSA based Authentication system for Smart IoT Environment Majid Mumtaz (Tsinghua University), Junaid Akram (Tsinghua University), and Luo Ping (Tsinghua University) Session-1E-II: High-performance Computing I Session Chair: Yaliang Zhao 1. Improving Read Performance of LSM-tree based KV Stores via Dual Grained Caches Xiang Li (Tianjin University of Technology), Guangping Xu (Tianjin University of Technology), Hao Fan (Tianjin University of Technology), Hongli Lu (Tianjin University of Technology), Bo Tang (Tianjin University of Technology), Yanbing Xue (Tianjin University of Technology), and Ziliang Zong (Texas State University) 2. HP-SDDAN:High-Performance Software-Defined Data Access Network Ruibang You (Institute of Information Engineering & University of Chinese Academy of Sciences), Zimu Yuan (Institute of Information Engineering), Bibo Tu (Institute of Information Engineering & University of Chinese Academy of Sciences), and Jie Cheng (Institute of Information Engineering & University of Chinese Academy of Sciences) 3. Energy Efficient Cooperative Edge Computing with Multi-Source Multi-Relay Devices Mianyang Yao (Guangdong University of Technology), Long Chen (Guangdong University of Technology), Tonglai Liu (Guangdong University of Technology), and Jigang Wu (Guangdong University of Technology) 4. Efficient Auction Mechanism for Edge Computing Resource Allocation in Mobile Blockchain Xuelian Liu (Guangdong University of Technology), Jigang Wu (Guangdong University of Technology), Long Chen (Guangdong University of Technology), and Chengpeng Xia (Guangdong University of Technology) 5. Co-regulatory Functional Module Detection based on Affinity Propagation and Neighborhood Inflation Ruinan Nie (Hunan University), Jiawei Luo (Hunan University), and Hoang Tu Nguyen (Hanoi University of Industry) 27 6. Bi-Cluster：A High-performance Data Query Framework for Large-scale Scientific Data Yixian Shen (Sun Yat-sen University), Cheng Peng (National University of Defense Technology), Yunfei Du (Sun Yat-sen University), and Yutong Lu (Sun Yat-sen University) Poster Session I: Memory and File Systems Session Chair: Zheng Xiao 1. A Dynamic Multi-strategies Scheduling Algorithm for Heterogeneous Computing Systems Xiangyu Lv (Wuhan University of Science and Technology), Wei Hu (Wuhan University of Science and Technology), and Yonghao Wang (Birmingham City University) 2. ACWB: Access-Characteristic Write Buffer Management Scheme for Flash Memory Lei Zhu (Hunan University), Yan Liu (Hunan University), and Zaimei Zhang (Changsha University of Science and Technology) 3. A Source Code Analysis Method with Parallel acceleration for Mining MPI Application Communication Counts Rui Zhang (Beihang University), Limin Xiao (Beihang University), Baicheng Yan (Beihang University), Bing Wei (Beihang University), Yi Zhou (Beihang University), and Dong Wang (Beihang University) 4. Chaotic Pilot and Synchronization Encryption of Optical OFDM System Based on Polar Code Yaoqiang Xiao (Hunan University), Caixia Long (Hunan University), Jun Cao (Hunan University), Yating Chen (Hunan University), Yi Liu (Hunan University), Jing He (Hunan University), and Zheng Xiao (Hunan University) 5. A Bayesian Improved Defense Model for Deceptive Attack in Honeypot-Enabled Networks Runyu Guan (Hunan University), Lianyang Li (Hunan University), Tao Wang (Hunan University), Yu Qin (Hunan University), Weiming Xiong (Hunan University), and Qin Liu (Hunan University) 6. Extract, Attend, Predict: Aspect-Based Sentiment Analysis with Deep Self-Attention Network Yiwei Lv (University of Macau), Minghao Hu (National University of Defense Technology), Chao Yang (Hunan University), YuanYan Tang (University of Macau), and Hongjun Wang (Beijing TRS Information Technology Co. Ltd.) 7. Hash Hardware Generator Based on Mutual Perturbed Logistic Map Yuling Luo (Guangxi Normal University), Shuming Han (Guangxi Normal University), Junxiu Liu (Guangxi Normal University), Zhewei Liang (Guangxi Normal University), and Su Yang (Ulster University) 8. Fusing Syntax and Word Embedding Knowledge for Measuring Semantic Similarity Zhuo Tang (Hunan University), Li Zhu (Hunan University), Yuquan Le (Hunan University), Kenli Li (Hunan University), and Colin Cai (Hunan University) 9. Collaborative management system driven by task flow in supercomputing environment Jianzeng Li (National Supercomputer Center Tianjin), Xiangfei Meng (National Supercomputer Center Tianjin), Jian Xiao (Tianjin University), Ting Zhang (National Supercomputer Center Tianjin), Huawen Sun (National Supercomputer Center Tianjin), and Xiuqian Peng (National Supercomputer Center Tianjin) 10. Low-Rate DoS Attack Detection Based on Improved Logistic Regression Yudong Yan (Hunan University), Dan Tang (Hunan University), Sijia Zhan (Hunan University), Rui Dai (Hunan University), Jingwen Chen (Hunan University), and Ningbo Zhu (Hunan University) 11. Design and Implementation of GPU Accelerated Active Storage in FastDFS Zaihong He (Hunan University), Jishun Kuang (Hunan University), Yanjie Tan (Hunan University), Wenjie Liu (Hunan University), and Bin Sheng (Hunan University) 12. A New Storage Workload Management Model for High-performance I/O Systems Huang Huang (National University of Defense Technology), You Sheng (Hunan University), and Lu Yutong (Sun Yat-Sen University) 13. Dynamic Multi-Keyword Ranked Search based on Simhash in Cloud Computing Zhen Li (Wuhan University of Technology) and Hanbing Yao (Wuhan University of Technology) 14. Automatic Virtual Network Embedding Based on Deep Reinforcement Learning Zhongxia Yan (Institute of Information Engineering & University of Chinese Academy of Science), Jingguo Ge (Institute of Information Engineering & University of Chinese Academy of Science), Yulei Wu (University of Exeter), Hongbo Zheng (Institute of Information Engineering), Liangxiong Li (Institute of Information Engineering), and Tong Li (Institute of Information Engineering) 15. An Efficient Data Collection Module on Petascale Systems Huang Huang (National University of Defense Technology), Tong Xiao (Hunan University), Chuanying Li (Hunan University), Can Leng (National University of Defense Technology), and Yutong Lu (Sun Yat-Sen University) 16. A Real-time Identification System for VoIP Traffic in Large-scale Networks 28 Rongkang Wang (Nankai University), Jianzhong Zhang (Nankai University), Yu Zhang (Nankai University), Mingxin Yin (Nankai University), and Jingdong Xu (Nankai University) 17. HDSO: A High-Performance Dynamic Service Orchestration Algorithm in Hybrid NFV Networks Xiao Liang (Beijing University of Posts and Telecommunications) and Heyao Chen (Beijing University of Posts and Telecommunications) 18. Attitude Estimation Algorithm of Abnormal Gait Recognition with Dynamic Step Conjugate Gradient Jing Gao (Northeastern University), Peishang Gu (Northeastern University), Qing Ren (Northeastern University), and Xin Song (Northeastern University) 19. Energy Optimization on Dynamic Multiple Functions Automotive Cyber-Physical Systems Yan Liu (Hunan University), Guoqi Xie (Hunan University), Linlin Jin (Hunan University), and Renfa Li (Hunan University) 20. Building Quick Resource Index List Using WordNet and High-Performance Computing Resource Ontology towards Efficient Resource Discovery Aolong Zhou (National University of Defense Technology), Kaijun Ren (National University of Defense Technology), Xiaoyong Li (National University of Defense Technology), Wen Zhang (National University of Defense Technology), and Xiaoli Ren (National University of Defense Technology) 21. Ensemble Learning for Network Embeddings Boyu Zhang (Institute of Information Engineering), Ji Xiang (Institute of Information Engineering), and Xin Wang (Institute of Information Engineering) 22. hpSpMV: A Heterogeneous Parallel Computing Scheme for SpMV on the Sunway TaihuLight Supercomputer Yuedan Chen (Hunan University & University of Waterloo), Guoqing Xiao (Hunan University & University of Waterloo), Zheng Xiao (Hunan University), and Wangdong Yang (Hunan University) 23. High-elasticity Virtual Cluster Placement in Multi-tenant Cloud Data Centers Shuaibing Lu (Beijing University of Technology), Jie Wu (Temple University), and Zhiyi Fang (Jilin University Changchun) 24. IndexIt: Enhancing Data Locating Services for Parallel File Systems Peng Cheng (National University of Defense Technology), Yong Wang (Sun Yat-Sen University), Yutong Lu (Sun Yat-Sen University), Yunfei Du (Sun Yat-Sen University), and Zhiguang Chen (Sun Yat-Sen University) 25. Load-Balanced Link Distribution in Mesh-Based Many-Core Systems Zicong Wang (National University of Defense Technology), Xiaowen Chen (National University of Defense Technology), Chen Li (National University of Defense Technology), Yang Guo (National University of Defense Technology), Man Liao (National University of Defense Technology), and Zhong Liu (National University of Defense Technology) 26. Multi-Task Learning for Location Prediction with Deep Multi-model Ensembles Rui Zhang (Wuhan University of Technology), Jiming Guo (Wuhan University of Technology), Hongbo Jiang (Hunan University), Peng Xie (Wuhan University of Technology), and Chen Wang (Huazhong University of Science and Technology) 27. Multi-Objective Optimization on Multistage Half-band FIR filter design using Simulated Annealing Algorithm Jin Zhang (Wuhan University of Science and Technology), Wei Hu (Wuhan University of Science and Technology), Yonghao Wang (Birmingham City University), and Xiangyu Zhu (Birmingham City University) 28. PCA-SVM-based Approach of Detecting Low-rate DoS Attack Dongshuo Zhang (Hunan University), Dan Tang (Hunan University), Liu Tang (Hunan University), Rui Dai (Hunan University), Jingwen Chen (Hunan University), and Ningbo Zhu (Hunan University) Poster Session II: Image Processing Session Chair: Zheng Xiao 1. Structure Characteristic-aware Pruning Strategy for Convolutional Neural Networks Peixuan Zuo (BeiHang University), Rui Wang (BeiHang University), Xianya Fu (BeiHang University), Hailong Yang (BeiHang University), Yi Liu (BeiHang University), Lianyi Zhang (Beijing Simulation Center), Han Zhang (Beijing Simulation Center), and Depei Qian (BeiHang University) 2. Authentication and revocation scheme for VANETs based on Chinese remainder theorem Murtadha A. Alazzawi (Huazhong University of Science and Technology), Kai Chen (Huazhong University of Science and Technology), Ali A. Yassin (University of Basrah), Hongwei Lu (Huazhong University of Science and Technology), and Firas Abedi (Islamic University Najaf) 3. Parallel k-dominant Skyline Queries over Uncertain Data Streams with Capability Index 29 Xiaoyong Li (National University of Defense Technology), Jun Liu (PLA 91550, China), Kaijun Ren (National University of Defense Technology), Xiaoling Li (National University of Defense Technology), Xiaoli Ren (National University of Defense Technology), and Kefeng Deng (National University of Defense Technology) 4. A Pseudo-Random Transform Decomposition Method for Improving the Coding Compression Ratio of Test Data Minghe Zhang (Hunan University), Jishun Kuang (Hunan University), Jing Huang (Hunan University), and Zhiqiang You (Hunan University) 5. An Overview of FPGA Based Deep Learning Accelerators: Challenges and Opportunities Teng Wang (University of Science and Technology of China), Chao Wang (University of Science and Technology of China), Xuehai Zhou (University of Science and Technology of China), and Huaping Chen (University of Science and Technology of China) 6. An Enhanced Lightweight Biometric-based Three-factor Anonymous Authentication Protocol for Mobile Cloud Computing Haixian Chen (Hunan University), Cheng Xu (Hunan University), Zisang Xu (Hunan University), and Xiaohan Tu (Hunan University) 7. Achievable Rates of Full-duplex Massive MIMO Systems with Mixed-ADC/DAC Xingcheng Yu (Nanjing University of Posts and Telecommunications), Jianxin Dai (Nanjing University of Posts and Telecommunications), and Jianfeng Shi (Southeast University) 8. Accelerating the LOBPCG method on Sunway TaihuLight Tianyu Yu (Computer Network Information Center, CAS), Yonghua Zhao (Computer Network Information Center, CAS), and Lian Zhao (Computer Network Information Center, CAS) 9. A Data-driven Three-dimensional RSS Model for Device-free Localization and Tracking Guo-li Wang (Sun Yat-sen University), Xiao-bing Hong (Sun Yat-sen University), Xue-mei Guo (Sun Yat- sen University), and Yuan Fang (Sun Yat-sen University) 10. A Deep Investigation into FastText Jincheng Xu (Tongji University) and Qingfeng Du (Tongji University) 11. A Colour Image Encryption Using Genetic Operators and Generalized Henon Chaotic Mapping Yuling Luo (Guangxi Normal University), Xue Ouyang (Guangxi Normal University), Junxiu Liu (Guangxi Normal University), and Lvchen Cao (Beijing Institute of Technology) 12. A Budget Constraint Incentive Mechanism in Spatial-Temporal Mobile Crowdsensing Xujiao Kong (Wuhan University of Science and Technology), Peng Li (Wuhan University of Science and Technology), Tao Zhang (New York Institute of Technology), Meimei Tu (Wuhan University of Science and Technology), and Qin Liu (Wuhan University) 13. Auction-Based Spectrum Leasing for Hybrid Access in Macro-Femto Network with Location Sensing Hao Xia (Hunan University) 14. APDPk-means: A New Differential Privacy Clustering Algorithm Based on Arithmetic Progression Privacy Budget Allocation Zexuan Fan (Nanjing University of Posts and Telecommunications) and Xiaolong Xu (Nanjing University of Posts and Telecommunications) 15. Analyzing and Predicting the Popularity of Online Content Using the Weak Ties Theory Xiaomeng Wang (Harbin Institute of Technology), Binxing Fang (Harbin Institute of Technology), Hongli Zhang (Harbin Institute of Technology), and Xing Wang (Harbin Institute of Technology) 16. An Aging-Aware Routing Algorithm for Improving Reliability in NoC-Based Multicore Systems Lu Yin (Nanjing University of Science and Technology), Yi Zhang (Nanjing University of Science and Technology), JunLong Zhou (Nanjing University of Science and Technology), Qing Chang (Nanjing University of Science and Technology), and Jin Sun (Nanjing University of Science and Technology) 17. An Analysis Method for IPv6 Firewall Policy Yi Yin (Nanjing Normal University), Yuichiro Tateiwa (Nagoya Institute of Technology), Yun Wang (Southeast University), Guoqiang Zhang (Nanjing Normal University), Yoshiaki Katayama (Nagoya Institute of Technology), Naohisa Takahashi (Nagoya Institute of Technology), and Chao Zhang (China Electronics Technology Group Corp.) 18. An Anonymous Conditional Privacy-preserving Authentication Scheme for VANETs Xincheng Li (Yangzhou University), Yali Liu (Jiangsu Normal University), and Xinchun Yin (angzhou University) 19. Microblog Hotspot Discovery Method based on Improved K-means Algorithm 30 Qiang Gao (Wuhan University of Technology) and Jing Feng (Wuhan University of Technology) 20. Secrecy Rate Analysis for Visible Light Communications Using Spatial Modulation Hong Ge (Nanjing University of Posts and Telecommunications), Jianxin Dai (Nanjing University of Posts and Telecommunications), Bo Huang (Nanjing University of Posts and Telecommunications), and Jin-Yuan Wang (Nanjing University of Posts and Telecommunications) 21. TBSW: Time-Based Sliding Window Algorithm for Network Traffic Measurement Zijun Hang (National University of Defense Technology), Yang Shi (National University of Defense Technology), Mei Wen (National University of Defense Technology), and Chunyuan Zhang (National University of Defense Technology) 22. Swarm Intelligence Optimized Generative Model for Network Performance Prediction Chuanqi Jiang (Shandong University), Hua Wang (Shandong University), Jiaxin Yan (Shandong University), Xiaole Li (Shandong University), and Guangli Li (Shandong University) 23. Research on Intelligent Diagnosis Algorithm of Diseases Based on Machine Learning Junhai Zhou (Hunan University), Senlin Wang (Hunan University), Yuanyu He (Hunan University), and Zheng Qin (Hunan University) 24. Research on Virtual Machine Layout Strategy Based on Improved Particle Swarm Optimization Algorithm Caili Wen (Beijing Jiaotong University) and Wenyi Jiang (Beijing Jiaotong University) 25. Time-efficient Task Caching Strategy for Multi-server Mobile Edge Cloud Computing Weiwei Chen (Hunan University) and Limin Han (Hunan University) 26. Towards a General and Efficient Linked-list Hash Table on GPUs Lan Gao (Beihang University), Yunlong Xu (--), Chongyang Xu (Beihang University), Rui Wang (Beihang University), Hailong Yang (Beihang University), Zhongzhi Luan (Beihang University), and Depei Qian (Beihang University) 27. Towards Large-scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture Yuedan Chen (Hunan University & University of Waterloo), Guoqing Xiao (Hunan University & University of Waterloo), Fan Wu (Hunan University), and Zhuo Tang (Hunan University) 28. On Predicting Taxi Movements Modes in Porto city using Classification and Periodic Pattern Mining Rami Ibrahim (Carleton University) and M. Omair Shafiq (Carleton University)

31 Sunday August 11, 2019

Session-2A-I: Cloud Computing Systems Session Chair: Liang Zhao 1. Game Theoretic Fund Allocation for Maximizing Throughput of Multiserver Systems in Cloud Tian Wang (Nanjing University of Science and Technology), Gongxuan Zhang (Nanjing University of Science and Technology), Junlong Zhou (Nanjing University of Science and Technology), Liying Li (East China Normal University), Huanhuan Zhang (Nanjing University of Science and Technology), and Mingyue Zhang (Nanjing University of Science and Technology) 2. FENet/IP: Uncovering the Fine-Grained Structure in IP Addresses Fei Du (University of Chinese Academy of Sciences), Xiuguo Bao (National Internet Emergency Center), and Yongzheng Zhang (Institute of Information Engineering) 3. Energy-Efficient Task Scheduling for Heterogeneous Cloud Computing Systems Hui Zhao (Xidian University), Ge Qi (Xidian University), Quan Wang (Xidian University), Jing Wang (Xidian University), Pengfei Yang (Xidian University), and Lei Qiao (Beijing Institute of Control Engineering) 4. Distributed Differentially Private Matrix Factorization Based on ADMM Erkang Xue (China University of Geosciences), Ruixin Guo (China University of Geosciences), Feng Zhang (China University of Geosciences), Lizhe Wang (China University of Geosciences), Xiaohan Zhang (China University of Geosciences), and Guangzhi Qu (Oakland University) 5. Accelerating Homomorphic Full Adder based on FHEW Using Multicore CPU and GPUs Xinya Lei (China University of Geosciences), Ruixin Guo (China University of Geosciences), Feng Zhang (China University of Geosciences), Lizhe Wang (China University of Geosciences), Rui Xu (China University of Geosciences), and Guangzhi Qu (Oakland University) 6. A Scientific Data Traffic Scheduling Algorithm Based on Software-defined Networking Yaqiu Zhou (Computer Network Information Center & University of Chinese Academy of Sciences), Yongmao Ren (Computer Network Information Center), Xu Zhou (Computer Network Information Center), Wanghong Yang (Computer Network Information Center & University of Chinese Academy of Sciences), and Yifang Qin (Computer Network Information Center) Session-2B-I: Large-Data Session Chair: Juan Luo 1. Improving the performance of MongoDB with RDMA Fan Lu (University of Science and Technology of China), Tao Fang (University of Science and Technology of China), Ziyu Zhang (University of Science and Technology of China), Sen Li (University of Science and Technology of China), Junshi Chen (University of Science and Technology of China), Hong An (University of Science and Technology of China), and Wenting Han (University of Science and Technology of China) 2. NVLevel: A High-Performance Key-Value Store for Non-Volatile Memory Ruicheng Liu (University of Science and Technology of China), Peiquan Jin (University of Science and Technology of China), Xiaoliang Wang (University of Science and Technology of China), Zhou Zhang (University of Science and Technology of China), Shouhong Wan (University of Science and Technology of China), and Bei Hua (University of Science and Technology of China) 3. Energy-Efficient Data Caching Framework for Spark in Hybrid DRAM/NVM Memory Architectures Bo Wang (Beijing Institute of Technology University), Jie Tang (South China University of Technology), Rui Zhang (Yan’an University), Wei Ding (Henan University of Technology), Shaoshan Liu (PerceptIn), and Deyu Qi (South China University of Technology) 4. MDT: A Multi-Description Topic based Clustering Approach for Composite-service Discovery Rong Hu (Hunan University of Science and Technology), Junjie Chen (Hunan University of Science and Technology), Jianxun Liu (Hunan University of Science and Technology), and Qifeng Nian (Hunan University of Science and Technology) 5. Performance Prediction for the Apache Kafka Messaging System Han Wu (Freie Universität Berlin), Zhihao Shang (Freie Universität Berlin), and Katinka Wolter (Freie Universität Berlin) 6. POEM+: Pricing Longer for Mobile Blockchain Computation Offloading with Edge Computing Yinan Li (Guangdong University of Technology), Jigang Wu (Guangdong University of Technology), and Long Chen (Guangdong University of Technology) 32 Session-2C-I: Database Systems Session Chair: Ju Ren 1. PassDB: A Password Database using 3D Bloom Filter Ripon Patgiri (National Institute of Technology Silchar), Sabuzima Nayak (National Institute of Technology Silchar), and Samir Kumar Borgohain (National Institute of Technology Silchar) 2. Path-based Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip Wen Yang (University of Otago), Yawen Chen (University of Otago), Zhiyi Huang (University of Otago), Haibo Zhang (University of Otago), and Huaxi Gu (Xidian University) 3. Parallel PCA-based Bacterial Foraging Optimization Algorithm for Identifying Optimal Precursors of North Atlantic Oscillation Bin Mu (Tongji University), Jing Li (Tongji University), Shijin Yuan (Tongji University), Xiaodan Luo (Tongji University), and Guokun Dai (Fudan University) 4. Adaptive Performance Modeling and Prediction of Applications in Multi-Tenant Clouds Hamidreza Moradi (University of Texas at San Antonio), Wei Wang (University of Texas at San Antonio), and Dakai Zhu (University of Texas at San Antonio) 5. Interference-Aware I/O Scheduling for Data-Intensive Applications on Hierarchical HPC Storage Systems Weihao Liang (University of Science and Technology of China), Yong Chen (Texas Tech University), and Hong An (University of Science and Technology of China) 6. Edge Computing for User-Centric Secure Search on Cloud-Based Encrypted Big Data Sahan Ahmad (University of Louisiana at Lafayette), SM Zobaed (University of Louisiana at Lafayette), Raju Gottumukkala (University of Louisiana at Lafayette), and Mohsen Amini Salehi (University of Louisiana at Lafayette) Session-2D-I: Data Analysis Session Chair: Guojun Wang 1. The Design and Implementation of Multi-cloud based Distributed Storage Platform with Random Linear Coding Bin He (Soochow University), Jin Wang (Soochow University), Jingya Zhou (Soochow University), Lingzhi Li (Soochow University), Wei Zhou (Soochow University), Luqi Zhu (Soochow University), and Mengjia Zhai (Soochow University) 2. Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method Yuming Cheng (University of Science and Technology of China), Chao Wang (University of Science and Technology of China), Huihuang Yu (University of Science and Technology of China), Yahui Hu (University of Science and Technology of China), and Xuehai Zhou (University of Science and Technology of China) 3. Redesign NAMD molecular dynamics non-bonded force-field on Sunway manycore processor Junshi Chen (University of Science and Technology of China), Hong An (University of Science and Technology of China), Binghui Yan (University of Science and Technology of China), Weihao Liang (University of Science and Technology of China), and Xin Liu (National Research Center of Parallel Computer Engineering and Technology) 4. Attention-based Neural Network: A Novel Approach for Predicting the Popularity of Online Content Minh-Tri Nguyen (Ho Chi Minh City University of Technology), Duong H.Le (Ho Chi Minh City University of Technology), Takuma Nakajima (TIS Inc.), Masato Yoshimi (TIS Inc.), and Nam Thoai (Ho Chi Minh City University of Technology) 5. A Parallel Turbo Product Codes Decoder Based on Graphics Processing Units Xin Zhou (National University of Defense Technology) and Rongchun Li (National University of Defense Technology) 6. Characterizations and Architectural Implications of NVM's External DRAM Cache Haiyang Pan (Institute of Computing Technology), Yuhang Liu (Institute of Computing Technology), Tianyue Lu (Institute of Computing Technology), and Mingyu Chen (Institute of Computing Technology) Session-2E-I: Parallel Processing Session Chair: Hui Sun 1. The New Copy File Command Parser for NVM Devices Tao Cai (Jiangsu University), Jie Wang (Jiangsu University), Peiyao Liu (Jiangsu University), Dejiao Niu (Jiangsu University), Qingjian He (Jiangsu University), and Jun Liang (Jiangsu University) 2. swCPD: Optimizing Canonical Polyadic Decomposition on Sunway Manycore Architecture Ming Dun (Beihang University), Yunchun Li (Beihang University), Hailong Yang (Beihang University), Wei Li (Beihang University), Zhongzhi Luan (Beihang University), and Depei Qian (Beihang University) 33 3. SimilarMF: A Social Recommender System Using an Embedding Method Chaoting Xu (University of Science and Technology of China), Kai Han (University of Science and Technology of China), Fei Gui (University of Science and Technology of China), and Jingxin Xu (University of Science and Technology of China) 4. Communication-aware and Energy Saving Virtual Machine Allocation Algorithm in Data Center Juan Luo (Hunan University), Xin Fan (Hunan University), and Luxiu Yin (Hunan University) 5. APOAL: An Adaptive Parallel Optimization Algorithm for LBM Fluid Simulations Sijiang Fan (National University of Defense Technology), Xiaowei Guo (National University of Defense Technology), Chao Li (National University of Defense Technology), Ran Zhao (National University of Defense Technology), Yi Wang (National University of Defense Technology), Yi Liu (National University of Defense Technology), and Canqun Yang (National University of Defense Technology) 6. Hermes: Improving Server Utilization by Colocation-Aware Runtime Systems Shenming Liu (Nanjing University), Kaiming Li (Nanjing University), and Hao Huang (Nanjing University) Session-2A-II: Cloud Computing Session Chair: Fei Hao 1. Real-Time Trajectory Similarity Processing Using Longest Common Subsequence Jiafeng Ding (Soochow University), Junhua Fang (Soochow University), Zonglei Zhang (Soochow University), Pengpeng Zhao (Soochow University), Jiajie Xu (Soochow University), and Lei Zhao (Soochow University) 2. P-SOBI: A Parallel Implementation for Second Order Blind Identification Algorithm Hongbo Li (Sun Yat-Sen University), Jiangsu Du (Sun Yat-Sen University), Yunfei Du (Sun Yat-Sen University), Zhiguang Chen (Sun Yat-Sen University), and Nong Xiao (Sun Yat-Sen University) 3. Data Temperature-Aware Bloom Filters for Flash-Based Storage Wei Li (Hunan Unversity), Tianyun Zhang (Hunan University), Dafang Zhang (Hunan University), Yupeng Hu (Hunan University), Kun Xie (Hunan University), and Ting Zhu (University of Maryland, Baltimore County) 4. G-match: A Fast GPU-Friendly Data Compression Algorithm Li Lu (University of Science and Technology of China) and Bei Hua (University of Science and Technology of China) 5. Efficient Randomized Feature Selection Algorithms Zigeng Wang (University of Connecticut) and Sanguthevar Rajasekaran (University of Connecticut) 6. CROA: A Content-Based Recommendation Optimization Algorithm for Personalized Knowledge Services Xiao Sun (Nanjing University of Posts and Telecommunications), Xiaolong Xu (Nanjing University of Posts and Telecommunications), and Fei Xia (State Grid Jiangsu Electric Power Company) Session-2B-II: Deep Reinforcement Learning Session Chair: Yulei Wu 1. TripletRun: A Dataflow Runtime Simulator and its Performance Model Han Lin (University of Science and Technology of China), Hong An (University of Science and Technology of China), Mingfan Li (University of Science and Technology of China), Zeng Lin (University of Science and Technology of China), Junshi Chen (University of Science and Technology of China), and Wenting Han (University of Science and Technology of China) 2. SLAs-aware Online Task Scheduling based on Deep Reinforcement Learning Method in Cloud Environment Longyu Ran (Chongqing Institute of Green and Intelligent Technology), Xiaoyu Shi (Chongqing Institute of Green and Intelligent Technology), and Mingsheng Shang (Chongqing Institute of Green and Intelligent Technology) 3. Stay of Interest: A Dynamic Spatiotemporal Stay Behavior Perception Method for Private Car Users Jie Chen (Hunan University), Zhu Xiao (Hunan University), Dong Wang (Hunan University), Wangchen Long (Hunan University), and Vincent Havyarimana (Ecole Normale Superieure) 4. Accelerating HotSpots in Deep Neural Networks on a CAPI-based FPGA Md Syadus Sefat (Virginia Tech), Semih Aslan (Texas State University), Jeffrey W Kellington (IBM Corporation), and Apan Qasem (Texas State University) 5. A Distributed Class-Incremental Learning Method Based on Neural Network Parameter Fusion Hongtao Guan (National University of Defense Technology), Yijie Wang (National University of Defense Technology), Xingkong Ma (National University of Defense Technology), and Yongmou Li (National University of Defense Technology) 6. A 3D Smooth Random Walk Mobility Model for FANETs 34 Na Lin (Shenyang Aerospace University), Feng Gao (Shenyang Aerospace University), Liang Zhao (Shenyang Aerospace University), Ahmed Al-Dubai, and Zhiyuan Tan (Edinburgh Napier University) Session-2C-II: Communications and Networking Session Chair: Jigang Wu 1. High-Performance Tensor Decoder on GPUs for Wireless Camera Networks in IoT Hai Li (Shanghai University), Tao Zhang (Shanghai University & Shanghai Institute for Advanced Communication and Data Science), Runjia Zhang (Columbia University), and Xiao-Yang Liu (Columbia University) 2. High-performance Homomorphic Matrix Completion on GPUs Han Lu (Shanghai University), Tao Zhang (Shanghai University & Shanghai Institute for Advanced Communication and Data Science), and Xiao-Yang Liu (Columbia University) 3. Dynamic Multi-objective Optimization Model for Forest Spatial Structure with Environmental Detection Mechanism Peng Chi (National Supercomputing Center Changsha), Kaiwen Zhu (Central South University of Forestry and Technology), Jianjun Li (Central South University of Forestry and Technology), Wei Ai (National Supercomputing Center Changsha), Jing Huang (Central South University of Forestry and Technology), and Dongsheng Qing (Central South University of Forestry and Technology) 4. An optimal profit route planning scheme based on ACO-OPP Yuhua Qiu (Nanjing University of Posts and Telecommunications), Xiaolong Xu (Nanjing University of Posts and Telecommunications), and Fei Xia (State Grid Jiangsu Electric Power Company) 5. Comprehensive evaluation of large-scale parallel matrix factorization algorithms Xiaolong Liu (Fujian Agriculture and Forestry University), Ching-Yu Ho (National Chiao Tung University), Sifei Zheng (Fujian Agriculture and Forestry University), and Shyan-Ming Yuan (National Chiao Tung University) 6. 2D Henon-Chebyshev chaotic map for image encryption Fei Qi (Beijing University of Posts and Telecommunications), Sijiang Huang (Beijing University of Posts and Telecommunications), Tong Li (Beijing University of Posts and Telecommunications), Haotian Yang (Beijing University of Posts and Telecommunications), and Xuejing Kang (Beijing University of Posts and Telecommunications) Session-2D-II: Data Storage I Session Chair: Hongtao Guan 1. DeepKeyStego: Protecting Communication by Key-dependent Steganography with Deep Networks Zheng Li (Shandong University), Ge Han (Shandong University), Shanqing Guo (Shandong University), and Chengyu Hu (Shandong University) 2. Efficient Search of the Optimal Prefix and Suffix Invariant Size for Dynamic Time Warping Peng Zhan (Shandong University), Yupeng Hu (Shandong University), Lin Chen (Shandong University), Wei Luo (Shandong University), and Xueqing Li (Shandong University) 3. Efficient Wear Leveling for PCM/DRAM-based Hybrid Memory Ruicheng Liu (University of Science and Technology of China), Peiquan Jin (University of Science and Technology of China), Zhangling Wu (University of Science and Technology of China), Xiaoliang Wang (University of Science and Technology of China), Shouhong Wan (University of Science and Technology of China), and Bei Hua (University of Science and Technology of China) 4. ERBFT: Efficient and Robust Byzantine Fault Tolerance Yingyao Rong (Sun Yat-sen University), Jingjing Zhang (Sun Yat-sen University), Jing Bian (Sun Yat-sen University), and Weigang Wu (Sun Yat-sen University) 5. Dynamic Data Access Control for Multi-Authority Cloud Storage Jian Wang (Chongqing University), Chunxiao Ye (Chongqing University), and Yangfei Ou (Chongqing University) 6. Towards Efficient Content Discovery in NDN with Enhanced Component-based Bloom Filters Cuiping Zhang (Peking University) and Yunmin Wang (Peking University) Session-2E-II: Data Storage II Session Chair: Jianzeng Li 1. Validating the Accuracy of Analytical Modelling in Software Defined Networks Jordan Ansell (Victoria University Wellington), Bryan Ng (Victoria University Wellington), and Winston Seah (Victoria University Wellington) 2. Web Information Recommendation Evaluation Model Based on Multifactor Decision Making 35 Shunan Ma (Institute of Information Engineering) 3. A Unified Malicious Documents Detection Model based on Two Layers of Abstraction Min Yu (Institute of Information Engineering & University of Chinese Academy of Sciences), Jianguo Jiang (Institute of Information Engineering & University of Chinese Academy of Sciences), Gang Li (Deakin University), Jingyuan Li (Institute of Computing Technology), Chenzhe Lou (Institute of Information Engineering), Chao Liu (Institute of Information Engineering), Weiqing Huang (Institute of Information Engineering), and Yuanzhuo Wang (Institute of Computing Technology) 4. PROFPRED: A Compiler-level IR based Performance Prediction Framework for MPI Industrial Applications Meng Hao (Harbin Institute of Technology), Weizhe Zhang (Harbin Institute of Technology), and Laurence Tianruo Yang (St. Francis Xavier University) 5. A Preemption-Based Timely Software Defined Networking Framework for Emergency Response Traffic Delivery Mohamed Rahouti (University of South Florida), Kaiqi Xiong (University of South Florida), Tommy Chin (Rochester Institute of Technology), Peizhao Hu (Rochester Institute of Technology), and Diogo Oliveira (Florida State University) 6. Application-grained Block I/O Analysis for Edge Computational Intelligent Fangqi Wan (Hangzhou Dianzi University), Guangjie Han (Hohai University), Gangyong Jia (Hangzhou Dianzi University), Jian Wan (Zhejiang University of Science and Technology), and Congfeng Jiang (Hangzhou Dianzi University) Session-2F-II: Smart City III Session Chair: Sahan Ahmad 1. Efficient Parallel Sort on AVX-512-based Multi-core and Many-core Architectures Zekun Yin (Shandong University), Tianyu Zhang (Shandong University), André Müller (Johannes Gutenberg University), Hui Liu (Shandong University), Yanjie Wei (Shenzhen Institutes of Advanced Technology), Bertil Schmidt (Johannes Gutenberg University), and Weiguo Liu (Shandong University & National Supercomputing Center) 2. Availability-aware Multi-objective Virtual Cluster Allocation Optimization in Energy-efficient Datacenters Xuan Liu (Beijing University of Posts and Telecommunications), Bo Cheng (Beijing University of Posts and Telecommunications), Yingting Li (Beijing University of Posts and Telecommunications), and Junliang Chen (Beijing University of Posts and Telecommunications) Poster Session III: Applications and Services Session Chair: Zheng Xiao 1. Data Shepherding: a last level cache design for large scale chips Ganghee Jang (Clarkson University) and Jean-Luc Gaudiot (University of California, Irvine) 2. DDLB: A Dynamic and Distributed Load Balancing Strategy Bingqi Liu (Beihang University), Jiulong Chang (Beihang University), Limin Xiao (Beihang University), Guangjun Qin (Beijing Union University), Bing Wei (Beihang University), and Zhisheng Huo (Beihang University) 3. Design and Implementation of CNN Custom Processor Based on RISC-V Architecture Zhenhao Li (Wuhan University of Science and Technology), Wei Hu (Wuhan University of Science and Technology), and Shuang Chen (Wuhan University of Science and Technology) 4. Development and Validation of a Deep Learning Algorithm for the Recognition of Plant Disease Sijiang Huang (Beijing University of Posts and Telecommunications), Weijie Liu (Peking University), Fei Qi (Beijing University of Posts and Telecommunications), and Kepeng Yang (Beijing University of Posts and Telecommunications) 5. Development of High-performance and Flexible Protocol Handler for International Web Accesses Ken T. Murata (National Institute of Information and Communications Technology, Tokyo), Praphan Pavarangkoon (National Institute of Information and Communications Technology, Tokyo), Kenji Inoue (Inoue Computer Service Co. Ltd.), Takamichi Mizuhara (CleanLinkTechnology Co. Ltd.), Yuya Kagebayashi (CleanLinkTechnology Co. Ltd.), Kazunori Yamamoto (National Institute of Information and Communications Technology, Tokyo), Kazuya Muranaga (Systems Engineering Consultants Co. Ltd.), Eizen Kimura (National Institute of Public Health, Saitama), and Yoshiaki Nagaya (Ministry of Internal Affairs and Communications, Tokyo) 6. Dynamically Reconfigurable Architecture for High-throughput Hash Function in Key-Value Store Ke Liu (Shandong University), Mengying Zhao (Shandong University), Lei Ju (Shandong University), and Zhiping Jia (Shandong University) 36 7. ElaX: Provisioning Resource Elastically for Containerized Online Cloud Services Yanan Yang (TianJin University), Laiping Zhao (TianJin University), Zhigang Li (TianJin University), Lihai Nie (TianJin University), Peiqi Chen (TianJin University), and Keqiu Li (TianJin University) 8. Enhanced Style Transfer in Real-time with Histogram-matched Instance Normalization Manman Peng (HuNan University) and Qiang Wu (HuNan University) 9. An Analysis of Anomalous User Agent Strings in Network Traffic Jie Chen (Institute of Information Engineering & University of Chinese Academy of Sciences), Gaopeng Gou (Institute of Information Engineering & University of Chinese Academy of Sciences), and Gang Xiong (Institute of Information Engineering & University of Chinese Academy of Sciences) 10. An Adaptive Flow Table Adjustment Algorithm for SDN Xiaolong Xu (Nanjing University of Posts and Telecommunications), Liuyun Hu (Nanjing University of Posts and Telecommunications), Haowei Lin (Nanjing University of Posts and Telecommunications), and Zexuan Fan (Nanjing University of Posts and Telecommunications) 11. Adaptive Hybrid Transaction Processing with Hardware Transactional Memory Tao He (Beijing Advanced Innovation Center for Big Data and Brain Computing & Beihang University) and Jianxin Li (Beijing Advanced Innovation Center for Big Data and Brain Computing & Beihang University) 12. Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing Xiangyu Zou (Harbin Institute of Technology), Tao Lu (Marvell Technology Group), Sheng Di (Argonne National Laboratory), Dingwen Tao (University of Alabama), Wen Xia (Harbin Institute of Technology), Xuan Wang (Harbin Institute of Technology), Weizhe Zhang (Harbin Institute of Technology), and Qing Liao (Harbin Institute of Technology) 13. A latency-sensitive elastic adaptive scheduling in distributed stream computing systems Hanyu He (China University of Geosciences), Dawei Sun (China University of Geosciences), Hongbin Yan (China University of Geosciences), and Shang Gao (Deakin University) 14. A Flow Table with Two-Stage Timeout Mechanism for SDN Switches Xianfeng Li (Peking University) and Yan Huang (Peking University) 15. A hierarchical clustering strategy of processing class imbalance and its application in fraud detection Youjun Zhang (Tongji University), Guanjun Liu (Tongji University), Lutao Zheng (Tongji University), and Chungang Yan (Tongji University) 16. An Energy-Aware Cognitive Radio-Based Communication Approach for Next Generation Wireless Networks Haitham Khaled (Edith Cowan University), Iftekhar Ahmad (Edith Cowan University), Daryoush Habibi (Edith Cowan University), and Quoc Viet Phung (Edith Cowan University) 17. A Secure Container Deployment Strategy by Genetic Algorithm to Defend against Co-Resident Attacks in Cloud Computing Tong Kong (Institute of Information Engineering & University of Chinese Academy of Sciences), Liming Wang (Institute of Information Engineering), Duohe Ma (Institute of Information Engineering), Zhen Xu (Institute of Information Engineering), Qian Yang (Institute of Information Engineering), and Kai Chen (Institute of Information Engineering) 18. A Skeleton Pattern Representation Method for Anomaly Detection in Wireless Sensor Networks Yanping Chen (Xi`an University of Posts and Telecommunications), Ping Yang (Xi`an University of Posts and Telecommunications), Cong Gao (Xi`an University of Posts and Telecommunications), Zhongmin Wang (Xi`an University of Posts and Telecommunications), and Zhong Yu (Xi`an University of Posts and Telecommunications) 19. A Parallel Computing Optimization Algorithm based on Many-Objective Di Wu (TaiYuan University of Science and Technology), Jiangjiang Zhang (TaiYuan University of Science and Technology), Shaojin Geng (TaiYuan University of Science and Technology), Yeqing Ren (TaiYuan University of Science and Technology), Xingjuan Cai (TaiYuan University of Science and Technology), and Guoyou Zhang (TaiYuan University of Science and Technology) 20. A Multi-scale Neural Network for Traffic Sign Detection Based On Pyramid Feature Maps Jia Liu (Nanjing University of Science and Technology) and Chongyang Zhang (Nanjing University of Science and Technology) 21. Improving the Thread Scalability and Parallelism of BWA-MEM on Intel HPC Platforms Xinyuan Li (Computer Network Information Center & University of Chinese Academy of Science), Lin Xu (Intel Corporation), and Jian Zhang (Computer Network Information Center) 22. Image Super-Resolution Model Based on Bypass Convolution and Feature Weighting 37 Zhenzhong Pan (University of Science and Technology of China), Yu Zhang (University of Science and Technology of China), and Xing Guo (University of Science and Technology of China) 23. Image Semantic Segmentation using Deep Convolutional Nets, Fully Connected Conditional Random Fields, and Dilated Convolution Degui Xiao (Hunan University) and Pei Zhong (Hunan University) 24. A Regression Prediction Model Based on Incremental Iteration for Big Industrial Data Yao Yu (Hunan University), Dajiang Yi (Hunan University), Zhuo Tang (Hunan University), Deyin Ou (Hunan University), Ailing Zeng (Hunan University), and Jingning Li (Hunan University) 25. A Performance-Guaranteed Virtual Machine Migration Strategy in Cloud Hui Zhao (Xidian University), Quan Wang (Xidian University), Jing Wang (Xidian University), Ge Qi (Xidian University), Pengfei Yang (Xidian University), and Lei Qiao (Beijing Institute of Control Engineering) 26. A New Approach for Scheduling Job with The Heterogeneity-aware Resource in HPC Systems Minh Thanh Chung (Ho Chi Minh City University of Technology), Kien Pham (Ho Chi Minh City University of Technology), Nam Thoai (Ho Chi Minh City University of Technology), and Dieter Kranzlmueller (Ludwig Maximilian University of Munich) 27. Combined Crowdsourcing Task Auction Mechanism Based on Stable Matching Lanyu Zhang (University of Science and Technology of China), Mingjun Xiao (University of Science and Technology of China), Hui Zhao (University of Science and Technology of China), and JianChun Liu (University of Science and Technology of China) 28. Compressing Encrypted Images by Using 2D Compressed Sensing Bo Zhang (Army Engineering University), Di Xiao (Chongqing University), Zhenyu Zhang (Army Engineering University), and Lei Yang (Army Engineering University) Poster Session IV: Optimization Algorithms Session Chair: Zheng Xiao 1. Fake Reviews Detection Based on Text Feature and Behavior Feature Yin Shuqin (Wuahn University of Technology) and Feng Jing (Wuahn University of Technology) 2. Fast Recovery for Single Link Failure with Segment Routing in SDNs Shishuang Wang (University of Science and Technology of China), Hongli Xu (University of Science and Technology of China), Liusheng Huang (University of Science and Technology of China), Xuwei Yang (University of Science and Technology of China), and Jianchun Liu (University of Science and Technology of China) 3. Asynchronous Block Coordinate Descent Method for Large-Scale Nonconvex Problem in Real World Study Rui Liu (Central South University) 4. Data Reduction through Decision-Making based on Event-Sensitivity in IoT-Enabled Event Monitoring Md Zakirul Alam Bhuiyan (Guangzhou University & Fordham University), Tian Wang (Huaqiao University), Aliuz Zaman (Fordham University), and Guojun Wang (Fordham University) 5. Highly Efficient Breadth-First Search on CPU-based Single-node System Chenglong Zhang (Institute of Computing Technology), Huawei Cao (Institute of Computing Technology), Xiaochun Ye (Institute of Computing Technology), Guobo Wang (Institute of Computing Technology), Qinfen Hao (Institute of Computing Technology), and Dongrui Fan (Institute of Computing Technology) 6. Exploring Cascaded Write Amplification inLSM-tree based Key-Value Stores with Solid-StateDisks Hui Sun (Anhui University), Shangshang Dai (Anhui University), and Jianzhong Huang (Huazhong University of Science and Technology) 7. Recommendation Algorithm Fusing Implicit Similarity of Users and Trust Zihui Liu (Southwest University), Hailing Xiong (Southwest University), and Jie Liu (Southwest University) 8. Rigel: A Framework for OpenMP PerformanceTuning Piyumi Rameshka Amarasinghe Baragamage (University of Moratuwa), Pasindu Senanayake (University of Moratuwa), Thulana Kannangara (University of Moratuwa), Praveen Seneviratne (University of Moratuwa), Sanath Jayasena (University of Moratuwa), Tharindu Rusira Patabandi (University of Utah), and Mary Hall (University of Utah) 9. RTMA: Real Time Mining Algorithm for Multi-step Attack Scenarios Reconstruction Yu Zhang (Nankai University), Shiman Zhao (Nankai University), and Jianzhong Zhang (Nankai University) 10. S3R5: A Snapshot Storage System based on ROW with Rapid Rollback, Recovery and Read-write Hongzhang Yang (Peking University), Yahui Yang (Peking University), and Yaofeng Tu (ZTE Corporation) 11. Research of Distributed Computing Framework for Foreign Exchange Market Monitoring

38 Wenliang Cheng (CFETS Information Technology Shanghai Co. Ltd.), Zhihong Wang (East China University of Science and Technology), Yu Zhou (CFETS Information Technology Shanghai Co. Ltd.), Yi Guo (East China University of Science and Technology), and Junfeng Zhao (CFETS Information Technology Shanghai Co. Ltd.) 12. Research on Low Delay Audio Convolution Algorithm Combining Mobile and Cloud Xilong Cai (Wuhan University of Science and Technology), Wei Hu (Wuhan University of Science and Technology), and Yonghao Wang (Birmingham City University) 13. Real-time Depth Estimation with an Optimized Encoder-decoder Architecture on Embedded Devices Xiaohan Tu (Hunan University), Cheng Xu (Hunan University), Siping Liu (Hunan University), Guoqi Xie (Hunan University), and Renfa Li (Hunan University) 14. Pre-trained language model transfer on Chinese Named Entity Recognition Huan Zhao (Hunan University), Mingquan Xu (Hunan University), and Jie Cao (Hunan University) 15. Generative Adversarial Networks Based on Denoising and Reconstruction Regularization Li Yanchun (South China University of Technology) and Xiao Nanfeng (South China University of Technology) 16. Research on the 2-Good-Neighbor Conditional Diagnosability of Augmented Cubes Yang Guo (Guangxi University), Miaojiang Chen (Guangxi University), Jiarong Liang (Guangxi University), and Min Xie (Guangxi University) 17. Research on Water Quality Prediction Based on SARIMA-LSTM：A Case Study of Beilun Estuary Rui Xu (Chongqing University), Qingyu Xiong (Chongqing University), Hualing Yi (Chongqing University), Chao Wu (Chongqing University), and Jianxin Ye (Chongqing University) 18. Multi-Resource Fair Allocation for Cloud Federation Gengwei Zhang (Sun Yat-Sen University), Runhao Lu (Sun Yat-Sen University), and Weigang Wu (Sun Yat-Sen University) 19. Memory-Efficient GPU-based Exact and Parallel Triangle Counting in Large Graphs Zhiyou Ouyang (Nanjing University of Posts and Telecommunications), Shanni Wu (Nanjing University of Posts and Telecommunications), Tongtong Zhao (Nanjing University of Posts and Telecommunications), Dong Yue (Nanjing University of Posts and Telecommunications), and Tengfei Zhang (Nanjing University of Posts and Telecommunications) 20. Minimizing SLA Violation and Power Consumption in Cloud Data Centers Using Host State 3-order Markov Chain Model Lianpeng Li (Harbin Institute of Technology), Jian Dong (Harbin Institute of Technology), Decheng Zuo (Harbin Institute of Technology), and Yao Zhao (Harbin Institute of Technology) 21. Mobile Data offloading in the Vehicular Networks: A Truthful Incentive Mechanism Zhong Enfang (Wuhan University of Science and Technology), Peng Li (Wuhan University of Science and Technology), Tao Zhang (New York Institute of Technology), Weiyi Huang (Wuhan University of Science and Technology), and Qin Liu (Wuhan University of Science and Technology) 22. Multicast Multipath TCP for Reliable Communication in Wireless Scenarios Basharat Ahmad (Tsinghua University), Adnan Khalid Kiani (National University of Sciences and Technology Islamabad), Sadaqat Ur Rehman (Tsinghua University), Yongfeng Huang (Tsinghua University), and Zhen Yang (Tsinghua University) 23. Multilevel LSTM for Action Recognition Based on Skeleton Sequence Huawei Pan (Hunan University) and Yanru Chen (Hunan University) 24. Word Image Representation Based on Sequence to Sequence Model with Attention Mechanism for Out-of- vocabulary Keyword Spotting Hongxi Wei (Inner Mongolia University), Yanke Kang (Inner Mongolia University), and Hui Zhang (Inner Mongolia University 25. Unsupervised Dimension Reduction Using Supervised Orthogonal Discriminant Projection for Clustering Leilei Yan (Soochow University) and Li Zhang (Soochow University) 26. Two Algorithms for Fast Mitigating Multi-Congestion in Software Defined Networks Meng Sun (National Supercomputer Center Shandong), Xinchang Zhang (National Supercomputer Center Shandong), and Jianwei Zhang (National Supercomputer Center Shandong) 27. Trust-based Distributed Kalman Filter Estimation Fusion under Malicious Cyber Attacks Yanping Chen (Xi’an University of Posts and Telecommunications), Long Ma (Xi’an University of Posts and Telecommunications), Hong Xia (Xi’an University of Posts and Telecommunications), Cong Gao (Xi’an

39 University of Posts and Telecommunications), Zhongmin Wang (Xi’an University of Posts and Telecommunications), and Zhong Yu (Xi'an University of Posts and Telecommunications) 28. The Implementation and Optimization of Parallel Linpack on Multi-core Vector Accelerator Zhong Liu (National University of Defense Technology), Xi Tian (National University of Defense Technology), and Sheng Ma (National University of Defense Technology)

40 Monday August 12, 2019

Session-3A-I: Cloud Computing Session Chair: Takuya Fukuoka 1. Exploring the Potential of Elastic Computing Clusters in Geo-distributed Data Centers with Fast Fabric Interconnection Shouwei Chen (JD.com Inc. & Rutgers Discovery Informatics Institute), Wensheng Wang (JD.com Inc.), and Ivan Rodero (Rutgers Discovery Informatics Institute) 2. Federated Edge Computing for Disaster Management in Remote Smart Oil Fields Razin Hussain (University of Louisiana at Lafayette), Mohsen Amini (University of Louisiana at Lafayette), Anna Kovalenko (University of Louisiana at Lafayette), Yin Feng (University of Louisiana at Lafayette), and Omid Semiari (Georgia Southern University) 3. Enhanced Spatial Modulation with Antenna Groupsfor High Speed Railway Communications Wutong Wang (Nanjing University of Posts and Telecommunications), Xiaoming Wang (Nanjing University of Posts and Telecommunications), and Youyun Xu (Nanjing University of Posts and Telecommunications) 4. LeBo: Improving MPTCP for Delay-Aware Packet Under Heterogeneous Networks Wei Li (Hunan Unversity), Tianyun Zhang (Hunan University), Dafang Zhang (Hunan University), Tong Shen (Hunan University), Wenzhe Liu (Hunan University), and Guangxing Zhang (Institute of Computing Technology) 5. LD-ICN: Towards Latency Deterministic Information-Centric Networking Tian Pan (Beijing University of Posts and Telecommunications), Cheng Xu (Beijing University of Posts and Telecommunications), Jianhui Lv (Huawei), Qianqian Shi (Beijing University of Posts and Telecommunications), Qing Li (Southern University of Science and Technology), Chenhao Jia (Beijing University of Posts and Telecommunications), Tao Huang (Beijing University of Posts and Telecommunications), and Xingchen Lin (Beijing University of Posts and Telecommunications) 6. HyperPS: A Hypervisor Monitoring Approach Based on Privilege Separation Wenqing Liu (Institute of Information Engineering), Kun Zhang (Institute of Information Engineering), Bibo Tu (Institute of Information Engineering), and Kunli Lin (Institute of Information Engineering) Session-3B-I: Information Processing Session Chair: Jishun Kuang 1. Leveraging SSD's Flexible Address Mapping to Accelerate Data Copy Operations Fan Ni (University of Texas at Arlington), Xingbo Wu (University of Illinois at Chicago), Weijun Li (Shenzhen Dapu Microelectronics Co. Ltd.), Lei Wang (Beihang University), and Song Jiang (University of Texas at Arlington) 2. In-Memory Join Algorithms on GPUs for Large-Data Chengxin Guo (Renmin University of China) and Hong Chen (Renmin University of China) 3. Interference and Topology-Aware VM Live Migrations in Software-Defined Networks Yiling Qin (East China Normal University), Lun Zhang (East China Normal University), Fei Xu (East China Normal University), and Daidong Luo (Shanghai F7 Networks Technology Inc.) 4. OeIM: An Optoelectronic Interconnection Middleware for the Exascale Computer En Shao (Institute of Computing Technology), Guangming Tan (Institute of Computing Technology), Zhan Wang (Institute of Computing Technology), and Ninghui Sun (Institute of Computing Technology) 5. Modeling HPC Storage Performance Using Long Short-Term Memory Networks Youbiao He (Iowa State University), Dong Dai (University of North Carolina at Charlotte), and Forrest Sheng Bao (Iowa State University) 6. Large-scale Lattice Boltzmann Method Simulations of Stenosed Carotid Bifurcation Sen Ge (Shanghai University), Jiang Xie (Shanghai University), Haiya Wang (Shanghai Jiaotong University), Cong Zhu (Shanghai University), and Wu Zhang (Shanghai University) Session-3C-I: Communications Session Chair: Zhufang Kuang 1. Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers Lisha Chen (Xiamen University), Zejian Kang (Xiamen University), Weining Dai (Xiamen University), Zhemin Zhang (Xiamen University), Cheng Wang (Xiamen University), and Jonathan Li (Xiamen University) 2. ORTF: Open-source Reconfigurable Testing Framework for SDN Switches 41 Yue Jiang (National University of Defense Technology), Xiangrui Yang (National University of Defense Technology), Hongyi Chen (National University of Defense Technology), Wei Quan (National University of Defense Technology), Zhigang Sun (National University of Defense Technology), and Gaofeng Lv (National University of Defense Technology) 3. NISU: A Novel Index Structure on Uncertain Data in Large-scale Publish/Subscribe Systems Huimin Zhou (Tsinghua University), Li Li (Tsinghua University), Qing Li (Southern University of Science and Technology & Peng Cheng Laboratory), and Yong Jiang (Tsinghua University & Peng Cheng Laboratory) 4. MG-Buffer: A Read/Write-Optimized Multi-Grained Buffer Management Scheme for Database Systems Xiaoliang Wang (University of Science and Technology of China), Peiquan Jin (University of Science and Technology of China), Ruicheng Liu (University of Science and Technology of China), Zhou Zhang (University of Science and Technology of China), Shouhong Wan (University of Science and Technology of China), and Bei Hua (University of Science and Technology of China) 5. MonickerHash: A Decentralized Load-Balancing Algorithm for Resource/Traffic Distribution Wubin Li (Ericsson Research) and Fereydoun Farrahi Moghaddam (Ericsson Research) 6. Model Checking CTLK Based on Knowledge-oriented Petri Nets Leifeng He (Tongji University) and Guanjun Liu (Tongji University) Session-3D-I: Task Scheduling Session Chair: Philip Branch 1. QIMS: QoE-centric Information-agnostic Mix-flows Scheduling in SD-WAN Xiaodong Dong (Tianjin University), Ning Wei (Tianjin University), Xiaobo Zhou (Tianjin University), Laiping Zhao (Tianjin University), and Keqiu Li (Tianjin University) 2. QBS-tree: A Spatial Index with High Update Efficiency for Real-time Processing System Zonglei Zhang (Soochow University), Junhua Fang (Soochow University), Wei Chen (Soochow University), Detian Zhang (Soochow University), An Liu (Soochow University), and Zhixu Li (Soochow University) 3. PrivStream: Enabling Privacy-Preserving Inferences on IoT Data Stream at the Edge Dan Wang (Central South University), Ju Ren (Central South University), Chugui Xu (Central South University), Juncheng Liu (Central South University), Zhibo Wang (Wuhan University), Yaoxue Zhang (Central South University), and Xuemin (Sherman) Shen (University of Waterloo) 4. Memory Bandwidth Prediction for HPCApplications in NUMA Architecture Solmaz Salehian (Oakland University) and Lunjin Lu (Oakland University) 5. Metaflow: A Better Traffic Abstraction for Distributed Applications Yang Shi (National University of Defense Technology), Jiawei Fei (National University of Defense Technology), Mei Wen (National University of Defense Technology), Qun Huang (Institute of Computing Technology), and Nan Wu (Netforward) 6. Minimum Cost Task Assignment for Vehicle-based Crowdsensing with Deterministic and Nondeterministic Trajectory Meimei Tu (Wuhan University of Science and Technology), Peng Li (Wuhan University of Science and Technology), Tao Zhang (New York Institute of Technology), Qiang Zhou (Wuhan University of Science and Technology), and Qin Liu (Wuhan University) Session-3E-I: Parallel Architectures Session Chair: Sheng Ma 1. SACC: Configuring Application-level Cache Intelligently for In-memory Database Based on Long Short Term Memory Jiawei Fei (National University of Defense Technology), Yang Shi (National University of Defense Technology), Mei Wen (National University of Defense Technology), and Chunyuan Zhang (National University of Defense Technology) 2. Three Completely Independent Spanning Trees of Crossed Cubes with Application to Secure-Protection Routing Kung-Jui Pai (Ming Chi University of Technology), Ruay-Shiung Chang (National Taipei University of Business), Ro-Yu Wu (Lunghwa University of Science and Technology), and Jou-Ming Chang (National Taipei University of Business) 3. Time Series Join on Most Correlated Subsequences using MapReduce Lili Chen (TianJin Polytechnic University), ChuiTian Rong (TianJin Polytechnic University), and Jinghua Feng (National University of Defense Technology) 4. SHC: A Method for Stackable Parallel File Systems in Userspace 42 Yanliang Zou (ShanghaiTech University), Chen Chen (ShanghaiTech University), Tongliang Deng (ShanghaiTech University), Jian Zhang (ShanghaiTech University), Si Chen (West Chester University), Xiaomin Zhu (National University of Defense Technology), and Shu Yin (ShanghaiTech University) 5. Robust Packet Dropout Compensator Design for Multiple Packet Transmission Networked Control Systems Yu Zhang (Air Force Engineering University), Shousheng Xie (Air Force Engineering University), Litong Ren (Air Force Engineering University), and Lei Wang (Air Force Engineering University) 6. Robust and Self-Evolving IDS for In-vehicle Network by Enabling Spatiotemporal Information Junchao Xiao (Jinggangshan University), Hao Wu (National Computer Network Emergency Response Technical Team), and Xiangxue Li (East China Normal University) Session-3A-II: Parallel Computing I Session Chair: Muktikanta Sa 1. Topology Mapping of Parallel Applications onto Random Allocations Yao Hu (National Institute of Informatics) 2. Tourism Service Recommendation based on User Influence in Social Networks and Time Series Jianxin Ye (Chongqing University), Qingyu Xiong (Chongqing University), Qiude Li (Chongqing University), Min Gao (Chongqing University), and Rui Xu (Chongqing University) 3. XLCS: A New Bit-Parallel Longest Common Subsequence Algorithm on Xeon Phi Clusters Zekun Yin (Shandong University), Hao Zhang (Shandong University), Kai Xu (Shandong University), Yuandong Chan (Shandong University), Shaoliang Peng (National Supercomputing Centre, Hunan University, & National University of Defense Technology), Weiguo Liu (Shandong University & National Supercomputing Center Wuxi), Bertil Schmidt (Johannes Gutenberg University), and Weiguo Liu(Shandong University) 4. Vertex-disjoint paths in the generalized hypercube under 1-restricted connectivity Guijuan Wang (Soochow University), Cheng-Kuan Lin (Fuzhou University), Jianxi Fan (Soochow University),Baolei Cheng (Soochow University), and Zhao Liu (Soochow University) 5. Tuning Network I/O Processing to Achieve Performance and Energy Objectives of Latency Critical Workloads Sambit kumar Shukla (University of California Davis), Dipak Ghosal (University of California Davis), and Matthew Farrens (University of California Davis) 6. Towards Decentralized Equilibrium Asset Trading Based on Blockchain Kai Lei (Peking University & Peng Cheng Laboratory), Maoyu Du (Peking University & Peng Cheng Laboratory), Liwei Yang (Peking University), Jin Liu (Peng Cheng Laboratory), Jiyue Huang (Peking University & Peng Cheng Laboratory), Danxia Xie (Tsinghua University), and Kuai Xu (Arizona State University) Session-3B-II: Parallel Computing II Session Chair: I-Ling Yen 1. Parallel Latent Dirichlet Allocation using Vector Processors Zhongyuan Tian (Hong Kong University of Science and Technology), Harumichi Yokoyama (NEC Corporation), and Takuya Araki (NEC Corporation) 2. Parallel Hybrid Join Algorithm on GPU Chengxin Guo (Renmin University of China), Hong Chen (Renmin University of China), Feng Zhang (Renmin University of China), and Cuiping Li (Renmin University of China) 3. Parallel computing for large-scale author name disambiguation in MEDLINE Anyao Tang (National University of Defense Technology), Chengkun Wu (National University of Defense Technology), Jie Liu (National University of Defense Technology), Wei Wang (National University of Defense Technology), Xi Yang (National University of Defense Technology), and Yuting Xing (National University of Defense Technology) 4. OSTB: Optimizing Fairness and Efficiency for Coflow Scheduling without Prior Knowledge Handong Qu (Tianjin University), Renhai Xu (Tianjin University), Wenxin Li (Hong Kong University of Science and Technology), Wenyu Qu (Tianjin University), and Xiaobo Zhou (Tianjin University) 5. N-Storm: Efficient Thread-Level Task Migration in Apache Storm Zhou Zhang (University of Science and Technology of China), Peiquan Jin (University of Science and Technology of China), Xiaoliang Wang (University of Science and Technology of China), Ruicheng Liu (University of Science and Technology of China), and Shouhong Wan (University of Science and Technology of China)

43 6. MRDGC: a Parallel Approach for The Identification of Master Regulators based on the Differently Expressed Genes and the Regulatory Capacity of Regulators Mingming Sun (Hunan University), Jiawei Luo (Hunan University), and Nguyen Hoang Tu (Hanoi University of Industry) Session-3C-II: Advanced Computing Session Chair: Wanchun Dou 1. Partitioning Large-scale Property Graph for Efficient Distributed Query Processing Haohan Pang (Huazhong University of Science and Technology), Peng Gan (Huazhong University of Science and Technology), Pingpeng Yuan (Huazhong University of Science and Technology), Hai Jin (Huazhong University of Science and Technology), and Qiangsheng Hua (Huazhong University of Science and Technology) 2. Cost-efficient task scheduling for parallel applications on heterogeneous cloud environment Weihong Chen (Hunan City University) and Weichu Xiao (Hunan City University) 3. Energy Efficient D2D Mode Selection and Resource Allocation in Multiple Cellular Systems Zhufang Kuang (Central South University of Forestry and Technology), GongQiang Li (Central South University of Forestry and Technology), Libang Zhang (Central South University of Forestry and Technology), Huibin Zhou (Central South University of Forestry and Technology), Changyun Li (Key Laboratory of Intelligent Information Perception and Processing Technology Hunan), and Anfeng Liu (Central South University) 4. An Offloading Strategy Based on Cloud and Edge Computing for Industrial Internet Lei Yang (Hunan University), Zhennan Dai (Hunan University), and Kenli Li (Hunan University) 5. A Fast and Secure GPU Memory Allocator Jiang Wu (Hunan University), Bang Di (Hunan University), Jianhua Sun (Hunan University), Hao Chen (Hunan University), Xionghu Zhong (Hunan University), DaoKun Hu (Hunan University), and Chenlin Huang (National University of Defense Technology) 6. A Secure and Efficient renewable Energy Trading Scheme based on Blockchain in Smart Grid Xin Lu (North China Electric Power University), Zhitao Guan (North China Electric Power University), Xiao Zhou (North China Electric Power University), Xiaojiang Du (Temple University), Longfei Wu (Fayetteville State University), and Mohsen Guizani (University of Idaho) Session-3D-II: High Performance Computing II Session Chair: Jou-Ming Chang 1. Elicitation of Candidate Subspaces in High-dimensional Data Srikanth Thudumu (Swinburne University of Technology), Philip Branch (Swinburne University of Technology), Jiong Jin (Swinburne University of Technology), and Jugdutt (Jack) Singh (Sarawak State Government) 2. A Dynamic Bypass Approach to Realize Power Efficient Network-on-Chip Peng Wang (Leiden University), Sobhan Niknam (Leiden University), Sheng Ma (National University of Defense Technology), Zhiying Wamg (National University of Defense Technology), and Todor Stefanov (Leiden University) 3. A Temporal Dependency Aware Approach for Scheduling Real-time Tasks on Multi-core Platforms Zijun Han (Oakland University), Guangzhi Qu (Oakland University), Bo Liu (Beijing University of Technology), and Feng Zhang (China University of Geosciences) 4. Resource-Aware Availability Enhancement Mechanism of Riak TS Feng Ye (Hohai University), Zihao Liu (Jiangsu University of Science and Technology), Zhijian Wang (Hohai University), Peng Zhang (Jiangsu Water Resources Department), Qian Huang (Hohai University), and Yong Chen (Nanjing Longyuan Micro-Electronic Company) 5. Reliability-aware Controller Placements in Software Defined Networks Yuqi Fan (Hefei University of Technology) and Tao Ouyang (Hefei University of Technology) 6. HFil: A High Accuracy Bloom Filter Ripon Patgiri (National Institute of Technology Silchar) Session-3E-II: Distributed Systems Session Chair: Chengkun Wu 1. Training Design and Two Stage Channel Estimation for Correlated Two-way MIMO Relay Systems Under Colored Disturbance Huiming Chen (University of Hong Kong) and Wong-Hing Lam (University of Hong Kong)

44 2. TPAoPI:A Thread Partitioning Approach Based on Procedure Importance in Speculative Multithreading Yuxiang Li (Henan University of Science and Technology), Danmei Niu (Henan University of Science and Technology), Zhiyong Zhang (Henan University of Science and Technology), and Lili Zhang (Henan University of Science and Technology) 3. ClustCrypt: Privacy-Preserving Clustering of Unstructured Big Data in the Cloud SM Zobaed (University of Louisiana at Lafayette), Sahan Ahmad (University of Louisiana at Lafayette), Raju Gottumukkala (University of Louisiana at Lafayette), and Mohsen Amini Salehi (University of Louisiana at Lafayette) 4. Short Cycle Conversion Scheduling Model for Flexilink Architecture Yi Guo (Wuhan University of Science and Technology), Jing Liu (Wuhan University of Science and Technology), Yonghao Wang (Birmingham City University), and Wei Hu (Wuhan University of Science and Technology) 5. Optimal Anchor Placement for Localization in Large-scale Wireless Sensor Networks Shifeng Du (Inner Mongolia University), Baoqi Huang (Inner Mongolia University), Bing Jia (Inner Mongolia University), and Wuyungerile Li (Inner Mongolia University) 6. swFLOW: A Dataflow Deep Learning Framework on Sunway TaihuLight Supercomputer Han Lin (University of Science and Technology of China), Zeng Lin (University of Science and Technology of China), Jose Monsalve Diaz (University of Delaware), Mingfan Li (University of Science and Technology of China), Hong An (University of Science and Technology of China), and Guang R. Gao (University of Delaware) Poster Session V: Applications and Services Session Chair: Zheng Xiao 1. Data Management across Geographically-Distributed Autonomous Systems: Architecture, Implementation, and Performance Evaluation Dawei Sun (China University of Geosciences), Guangyan Zhang (Tsinghua University), and Shang Gao (Deakin University) 2. PSOGT: PSO and Game Theoretic based Task Allocation in Mobile Edge Computing Xinghan Wang (Guilin University of Electronic Technology), Xiaoxiong Zhong (Peng Cheng Laboratory), Li Li (Tsinghua University), Renhao Lu (Guilin University of Electronic Technology), and Yanbin Zheng (Guilin University of Electronic Technology) 3. Traffic Classification and Application Identification based on Machine Learning in Large-scale Supercomputing Center Shilin Zhao (Shenzhen Institutes of Advanced Technology), Kejiang Ye (Shenzhen Institutes of Advanced Technology), and Cheng-Zhong Xu (University of Macau) 4. A New Power Load Forecasting Model (SIndRNN): Independently Recurrent Neural Network Based on Softmax Kernel Function Shaofei Lu (Hunan University), Qian Zeng (Hunan University), Heng Wu (Oklahoma State University), Jinshu Su (University of Defense Technology), Xuchong Liu (Hunan Police Academy), and Hongliang Tang (Earthquake Administration Hunan Province) 5. LHCnn:A Novel Efficient Multivariate Time Series Prediction Framework utilizing Convolutional Neural Networks Chengxi Liu (Hunan University), Kenli Li (Hunan University), Jing Liu (Wuhan University of Science and Technology), and Cen Chen (Hunan University) 6. Tensor: A Transaction-Oriented Low-Latency and Reliable Data Distribution Scheme for Multi-IDCs Based on Redis Zhongyi Zhang (Institute of Information Engineering & University of Chinese Academy of Sciences), Chao Zheng (Institute of Information Engineering), Wei Yang (Institute of Information Engineering), Yang Liu (Institute of Information Engineering), Rong Yang (Institute of Information Engineering), and Qingyun Liu (Institute of Information Engineering) 7. t-Diagnosability and Conditional Diagnosability of BCube Networks Haiping Huang (Nanjing University of Posts and Telecommunications), Yuhao Chen (Nanjing University of Posts and Telecommunications), Xiping Liu (Nanjing University of Posts and Telecommunications), Zhijie Han (Nanjing University of Posts and Telecommunications), and Fu Xiao (Nanjing University of Posts and Telecommunications) 8. Statistical Analysis for Detection of Sensitive Data using Hadoop Clusters

45 Binod Kumar Adhikari (Jilin University), Wanli Zuo (Jilin University), Ramesh Maharjan (Tribhuvan University), Xuming Han (Changchun University of Technology), Prakash Bahadur Amatya (Tribhuvan University), and Wajid Ali (Jilin University) 9. Task Scheduling in Mobile Edge Computing with Stochastic Requests and M/M/1 Servers Luo Yuchong (Guangdong University of Technology), Wu Jigang (Guangdong University of Technology), Wu Yalan (Guangdong University of Technology), and Chen Long (Guangdong University of Technology) 10. Super-resolution-based Traffic Prohibitory Sign Recognition Degui Xiao (Hunan University) and Liang Liu (Hunan University) 11. Multi-scale Convolutional Neural Networks for Scene Recognition Zheng Yi (Hunan University) and HanLing Zhang (Hunan University) 12. Online Internet Traffic Anomaly Detection Zhenping Shi (Shanghai Jiao Tong University), Jie Li (Shanghai Jiao Tong University), Chentao Wu (Shanghai Jiao Tong University), and Jinyuan Li (Shanghai Jiao Tong University) 13. Optimization of A Network Retrograde Analysis System Implemented On HDFS Xiaofang Yuan (Hunan University) and Wubin Zhang (Hunan University) 14. Secure and Balanced Scheme for Non-local Data Storage in Blockchain Network Tonglai Liu (Guangdong University of Technology), Jigang Wu (Guangdong University of Technology), Jiaxing Li (Guangdong University of Technology), and Jingyi Li (Guangdong University of Technology) 15. Machine Learning Based CloudBot Detection Using Multi-layer Traffic Statistics Yu Guo (Institute of Information Engineering & University of Chinese Academy of Sciences), Junzheng Shi (Institute of Information Engineering & University of Chinese Academy of Sciences), Zigang Cao (Institute of Information Engineering & University of Chinese Academy of Sciences), Cuicui Kang (Institute of Information Engineering & University of Chinese Academy of Sciences), Gang Xiong (Institute of Information Engineering & University of Chinese Academy of Sciences), and Zhen Li (Institute of Information Engineering & University of Chinese Academy of Sciences) 16. Hybrid Fault Tolerance Model for Cloud Dependability Meriem Azaiez (SOIE-COSMOS Laboratory), Walid Chainbi (Université de Sousse & Ecole Nationale d'Ingénieurs de Sousse), and Khaled Ghedira (SOIE-COSMOS Laboratory) 17. DLS: A Delay-Life-Aware I/O Scheduler to Improve the Load Balancing of SSD-based RAID-5 Arrays Guohua Yan (Tianjin University), Renhai Chen (Tianjin University), Qiming Guan (Tianjin University), and Zhiyong Feng (Tianjin University) 18. Direction of Arrival Estimation Method Based on First-Order Differential Microphone Array Juntong Yang (Northeastern University), Zhigang Liu (Northeastern University), Haoyang Qi (Northeastern University), and Shengyuan Qi (Northeastern University) 19. Bandwidth Reservation for Data Transfers Through Multiple Disjoint Paths of Dynamic HPNs Liudong Zuo (California State University, Dominguez Hills), Michelle Zhu (Montclair State University), Chase Wu (New Jersey Institute of Technology), Aiqin Hou (Northwest University), and Lei Cao (California State University, Dominguez Hills) 20. CnnSV-typer: Calling of Structural Variation Genotype Based on CUDA Acceleration Ruofei Bai (Beijing University of Chemical Technology), Liwei Gao (China Japan Friendship Hospital), Cheng Ling (Beijing University of Chemical Technology), and Jingyang Gao (Beijing University of Chemical Technology) 21. Maximizing Revenue with Adaptive Modulation and Multiple FEC in Flexible Optical Networks Cao Chen (Shanghai Jiao Tong University, University of Avignon, & Institut Supérieur d'Electronique de Paris), Fen Zhou (Institut Supérieur d'Electronique de Paris & University of Avignon), and Shilin Xiao (Shanghai Jiao Tong University) 22. A Joint TDOA, FDOA and Doppler Rate Parameters Estimation Method and Its Performance Analysis Dexiu Hu (PLA Strategic Support Force Information Engineering University), Liping Luo (PLA Strategic Support Force Information Engineering University), Donghua Huang (PLA Strategic Support Force Information Engineering University), and Shiwen Chen (PLA Strategic Support Force Information Engineering University) 23. Cloud Computing: Scope for Human Development and Inclination Towards Fog Computing Mohsin Khalil (National University of Sciences and Technology, Islamabad), Zaheer Shamsi (National University of Sciences and Technology, Islamabad), Farid Ullah Khan (Air University, Islamabad), and Muhammad Atif Shahzad (National University of Sciences and Technology, Islamabad) 24. A Multi-block Grids Load Balancing Algorithm with Improved Block Partitioning Strategy 46 Hantao Xiong (Hunan University), Kenli Li (Hunan University), Xu Liu (Institute of Applied Physics and Computational Mathematics), and Keqin Li (State University of New York)

25. Adoption of Gene-Disease Identification and Recognition Phenotype Process in High-Performance Computing and Applications Research Alshreef Abed (Wuhan University of Technology), Jingling Yuan (Wuhan University of Technology), Lin Li (Wuhan University of Technology), and Mesmin Junior Mbyamm K. (Beijing University of Technology) 26. Wear-leveling Aware Data Allocation for Chip Multiprocessors with Non-Volatile Memory Zheng Xiao (Hunan University), Bangyong Wang (Hunan University), Jiayi Du (Central South University of Forestry and Technology), and Chao Wang (Central South University of Forestry and Technology) 27. Topology-Aware Event Sequence Mining for Understanding HPC System Behavior and Detecting Anomalies Zongze Li (University of North Texas), Song Fu (University of North Texas), Sean Blanchard (Los Alamos National Laboratory), and Michael Lang (Los Alamos National Laboratory) 28. Co-locating Online Workload and Offline Workload in the Cloud: An Interference Analysis Wenyan Chen (Shenzhen Institutes of Advanced Technology), Kejiang Ye (Shenzhen Institutes of Advanced Technology), and Cheng-Zhong Xu (University of Macau) Poster Session VI: Optimization Algorithms Session Chair: Zheng Xiao 1. Parallel DNA Computing Model of Point-doubling in Conic Curves Cryptosystem over Finite Field GF(2^n) Yongnan Li (People's Public Security University of China) and Limin Xiao (Beihang University) 2. Accelerating HPC Applications Using Computational Storage Devices Mahdi Torabzadehkashi (University of California, Irvine & NGD Systems, Inc.), Ali Heydarigorji (University of California, Irvine), Siavash Rezaei (University of California, Irvine & NGD Systems, Inc.), Hosein Bobarshad (NGD Systems, Inc.), Vladimir Alves (NGD Systems, Inc.), and Nader Bagherzadeh (University of California, Irvine) 3. Joint Offloading and Frequency Scaling technology for Mobile Edge Computing Jie Liang (Hunan University), Chubo Liu (Hunan University), Guanghua Tan (Hunan University), and Lei Yang (Hunan University) 4. K-means Parallel Acceleration for Sparse Data Dimensions on Flink Zihao Zeng (Hunan University), Kenli Li (Hunan University), Mingxing Duan (Hunan University), Chubo Liu (Hunan University), and Xiangke Liao (National University of Defense Technology) 5. Parallelization Planning for Legacy Programs: A Multi-objective Genetic Algorithm Approach Zijun Han (Oakland University), Guangzhi Qu (Oakland University), Bo Liu (Beijing University of Technology), and Feng Zhang (China University of Geosciences) 6. Nanily: A QoS-Aware Scheduling for DNN Inference Workload in Clouds Xuehai Tang (Chinese Academy of Sciences), Peng Wang (Chinese Academy of Sciences), Qiuyang Liu (Chinese Academy of Sciences), Wang Wang (Chinese Academy of Sciences), and Jizhong Han (Chinese Academy of Sciences) 7. A Face Privacy Protection Scheme Using CNN Based ROI Editing Fei Peng (Hunan University), Guo-lou Ping (Hunan University), and Shuang-kui Ge (Beijing Institute of Electronic Technology Application) 8. Load Balancing for Multi-physics Simulations Chunsen Chen (Hunan University), Kenli Li (Hunan University), Xu Liu (Institute of Applied Physics and Computational Mathematics), and Keqin Li (State University of New York) 9. QOBST: An Adaptable Matching Model for Content-based Pub/Sub Systems Hong Ding (University of Chinese Academy of Sciences), Chuang Zhang (Chinese Academy of Sciences), and Xiaojun Chen (Chinese Academy of Sciences) 10. Real-time Search Method for Large-scale Regional Targets Based on Parallel Google S2 Algorithm Fan Wu (Hunan University), Qijie Feng (Hunan University), and XiaoYong Tang (Hunan Agricultural University)

47 The Smart City 2019 Technical Program Saturday August 10, 2019

Session-1F-II: Smart City I Session Chair: Yong Chen 1. EdgeStore: Towards an Edge-based Distributed Storage System for Emergency Response Md Tahmid Rashid (University of Notre Dame), Daniel (Yue) Zhang (University of Notre Dame), and Dong Wang (University of Notre Dame) 2. DenseNet+Inception and Its Application for Electronic Transaction Fraud Detection Zhuo Chen (Tongji University) and Guanjun Liu (Tongji University) 3. An experimental study of building user profiles for movie recommender system Pavel Stakhiyevich (Shaanxi Normal University) and Zhao Huang (Shaanxi Normal University) 4. Toward Data Discovery in Dynamic Smart City Applications Hessam Moeini (University of Texas at Dallas), Wenxi Zeng (University of Texas at Dallas), I-Ling Yen (University of Texas at Dallas), and Farokh Bastani (University of Texas at Dallas) 5. IMCR: Influence Maximisation-based Cluster Routing Algorithm for SDVN Chengcheng Wang (Shenyang Aerospace University), Xingjian Ma (Shenyang Aerospace University), Wenwen Jiang (Shenyang Aerospace University), Liang Zhao (Shenyang Aerospace University), Na Lin (Shenyang Aerospace University), and Junling Shi (Shenyang Aerospace University) 6. Exploring the performance of Singularity for High Performance Computing Scenarios Guangchao Hu (Lanzhou University), Yang Zhang (Lanzhou University), and Wenbo Chen (Lanzhou University)

Sunday August 11, 2019

Session-2F-I: Smart City II Session Chair: Bing Xiong 1. A Comparative Analysis of Journey Time from Google Maps and Intelligent Transport System in Hong Kong Zhixiang He (City University of Hong Kong), Chi-Yin Chow (City University of Hong Kong), and Jia-Dong Zhang (City University of Hong Kong) 2. The Study of Web Service Discovery: A Clustering and Differential Evolution Algorithm Approach Zhao Huang (Shaanxi Normal University) and Wei Zhao (Shaanxi Normal University) 3. Task Assignment Method in Spatial Crowdsourcing based on Graph Search Fanchao Meng (Harbin Institute of Technology at Weihai), Shuo Zhang (Harbin Institute of Technology at Weihai), Xuanchi Zheng (Harbin Institute of Technology at Weihai), and Shanxin Sun (Harbin Institute of Technology at Weihai) 4. Influential Attribute Community Search Xiaoqin Xie (Harbin Engineering University), Chiming Liu (Harbin Engineering University), Jiaming Zhang (Harbin Engineering University), and Jiahui Li (Harbin Engineering University) 5. A Sustainable Strategy for Multi-cloud Service Composition based on Formal Concept Analysis Beibei Pang (Shaanxi Normal University), Yixuan Yang (Shaanxi Normal University), and Fei Hao (Shaanxi Normal University) 6. A New Fuzzy-TOPSIS Based Risk Decision Making Framework for Dangerous Good Transportation Hassan Kanj (American University of the Middle East) and Pierre Abi-Char (American University of the Middle East) Session-2F-II: Smart City III Session Chair: Sahan Ahmad 1. The Optimal Layout of Fireproof Sensor Network based on Improved Cuckoo Algorithm on Mountainous Forest Land Yanan Gao (Beijing Forestry University), Jiao Long (Beijing Forestry University), and Jianxin Wang (Beijing Forestry University) 2. Towards Optimal Incentive-driven Verification in Social Sensing based Smart City Applications 48 Nathan Vance (University of Notre Dame), Daniel Zhang (University of Notre Dame), Yang Zhang (University of Notre Dame), and Dong Wang (University of Notre Dame) 3. Energy Distribution in EV Energy Network under Energy Shortage Baixi Lai (Shanghai Jiao Tong University), Ping Yi (Shanghai Jiao Tong University), Yu Sui (Shanghai Jiao Tong University), and Qingquan Zhang (University of Illinois, Urbana Champaign)

49 The Smart City 2019 Technical Program Monday August 12, 2019

Poster Session VI: Optimization Algorithms Session Chair: Zheng Xiao 1. Multi-Objective Power Optimization for Full Duplex System based on Chebyshev Weighting Peng Xu (Shenyang Aerospace University), Guangli Liu (Northeastern University), Jing Gao (Northeastern University), and Peishang Gu (Northeastern University) 2. Let’s Meet: A Smartphone Co-navigation System based on Relative Direction and Proximity Change for Indoor Environments Wensong Li (Huazhong University of Science and Technology), Ying Chen (Huazhong University of Science and Technology), Chanxin Zhou (Huazhong University of Science and Technology), and Bang Wang (Huazhong University of Science and Technology) 3. A Recovery Path Selection Algorithm Using Gray Comprehensive Evaluation for SDN Data Plane Failures Junying Wu (University of Science and Technology Beijing), Yunfeng Peng (University of Science and Technology Beijing), Meng Song (University of Science and Technology Beijing), and Liang Zhang (University of Science and Technology Beijing) 4. An Anti-Occlusion Correlation Filter Algorithm for Visual Tracking Shengyuan Qi (Northeastern University), Zhigang Liu (Northeastern University), Juan Zhang (Northeastern University), Lei Wang (Northeastern University), and Juntong Yang (Northeastern University) 5. A Simple and Efficient Link Adaptation Method for Narrowband Internet of Things Qing-Sheng Hu (Southeast University), Xiang-Ning Fan (Southeast University), and Zhi-Yong Li (Southeast University) 6. Adaptive Resource Management for Mission-Critical Cyber-Physical Systems Jing Hu (Wuhan Qingchuan University), Mengjia Yin (Hubei Engineering University), Yuanhua Yang (Wuhan University), and Zhaohui Yuan (East China Jiaotong University) 7. Social Relationship Modeling and Community Detection Base on Trajectory Data Liang Zhao (Huazhong Agricultural University), Fuchuan Ni (Huazhong Agricultural University), Xing Jin (Huazhong Agricultural University), and Li Qin (Huazhong Agricultural University) 8. Recurrent Neural Network Based Password Generation for Group Attribute Context-ware Applications Jun Luo (Ministry of Public Security), Jin Deng (Beijing Public Security Bureau), Chu Lu (East China Normal University), and Hong Liu (East China Normal University) 9. ETCS: An Efficient Traffic Congestion Scheduling Scheme Combined with Edge Computing Ao Cao (Hunan University), Bin Fu (Hunan University), and Zhenqian He (Hunan University) 10. Progressively-Refined Tree Search for Container Loading Problem Yan Wang (Hong Kong Applied Science and Technology Research Institute), Hailiang Li (Hong Kong Applied Science and Technology Research Institute), Zhibin Lei (Hong Kong Applied Science and Technology Research Institute), Danpeng Ma (SAIC Anji Technology Co. Ltd.), and Yang Fang (SAIC Anji Technology Co. Ltd.) 11. Analysis on Temperature Dependency of Effective AC Conductor Resistance of Underground Cables for Dynamic Line Ratings in Smart Grids Hideharu Sugihara (Osaka University) and Tsuyoshi Funaki (Osaka University) 12. An Analysis of Pedestrians' Behavior in Emergency Evacuation Using Cellular Automata Simulation Zhiguo Zhou (Wuhan University), Huiyu Cai (Wuhan University), and Zhixuan Zhou (Wuhan University)

50 The DSS 2019 Technical Program Monday August 12, 2019

Session-3F-I: Data Science and Systems Session Chair: Rongchun Li 1. Sausage Quality Classification of Hyperspectral Multi-data Fusion Based on Machine Learning Hongbing Xiao (Beijing Technology and Business University), Peiyuan Guo (Beijing Technology and Business University), Suxia Xing (Beijing Technology and Business University), Mei Sun (Beijing Technology and Business University), Xiaodong Dong (Beijing Technology and Business University), and Man Bao (Beijing Technology and Business University) 2. How to Fast Verify Collatz Conjecture by Automata Wei Ren (China University of Geosciences Wuhan) and Ruiyang Xiao (China University of Geosciences Wuhan) 3. Stacking-based Ensemble Learning on Low Dimensional Features for Fake News Detection Songqian Li (University of Jinan), Kun Ma (University of Jinan), Xuewei Niu (University of Jinan), Yufeng Wang (University of Jinan), Ke Ji (University of Jinan), Ziqiang Yu (University of Jinan), and Zhenxiang Chen (University of Jinan) 4. NARMAX Model as a Sparse, Interpretable and Transparent Machine Learning Approach for Big Medical and Healthcare Data Analysis Stephen Billings (University of Sheffield) and Hua-Liang Wei (University of Sheffield) 5. Seeded-BTM: Enabling Biterm Topic Model with Seeds for Product Aspect Mining Ning Li (City University of Hong Kong), Chi-Yin Chow (City University of Hong Kong), and Jia-Dong Zhang (City University of Hong Kong) 6. Checkpointing in Practice for Memory-Efficient Training on the Edge Naveen E (Indian Institute of Technology Madras) and Pratyush Kumar (Indian Institute of Technology Madras) 7. On Test Case Prioritization Using Ant Colony Optimization Algorithm Weixiang Zhang (Beijing Institute of Tracking and Telecommunications Technology), Yuhua Qi (Beijing Institute of Tracking and Telecommunications Technology), Xuebo Zhang (Space Engineering University), Bo Wei (Beijing Institute of Tracking and Telecommunications Technology), Min Zhang (Beijing Institute of Tracking and Telecommunications Technology), and Zhaohui Dou (Beijing Institute of Tracking and Telecommunications Technology) Session-3F-II: Optimization Algorithms Session Chair: Jing Liu 1. RadixKV: A Memory Efficient and High-Performance Key-Value Store Zhou Zhang (University of Science and Technology of China), Peiquan Jin (University of Science and Technology of China), Xingjun Hao (University of Science and Technology of China), Ruicheng Liu (University of Science and Technology of China), Xiaoliang Wang (University of Science and Technology of China), and Shouhong Wan (University of Science and Technology of China) 2. An Efficient Parallel High Utility Sequential Pattern Mining Algorithm Wenhua Sun (Beijing University of Posts and Telecommunications), Xiaojuan Wang (Beijing University of Posts and Telecommunications), and Lei Jin (Beijing University of Posts and Telecommunications) 3. A Multi-objective Evolutionary Algorithm for Multimedia Traffic Classification Yuning Dong (Nanjing University of Posts and Telecommunication) Ren-lei Cao (Nanjing University of Posts and TelecommunicationsMi Zhang (Nanjing University of Posts and Telecommunications) 4. A Quick Algorithm on Generating Concept Lattice for Attribute-incremental Streaming Data Yixuan Yang (Shaanxi Normal University), Fei Hao (Shaanxi Normal University), Beibei Pang (Shaanxi Normal University), Keyun Qin (Southwest Jiaotong University), Zheng Pei (Xihua University), and Bo Li (Southwest Jiaotong University) 5. Learning Data Space Transformation Matrix from Pruned Imbalanced Datasets for Nearest Neighbor Classification Seba Susan (Delhi Technological University) and Amitesh Kumar (Delhi Technological University) 6. A Spam Review Detection Method by Verifying Consistency Among Multiple Review Sites

51 Chuhao Yao (Iwate Prefectural University), Jiahong Wang (Iwate Prefectural University), and Eiichiro Kodama (Iwate Prefectural University) Poster Session VI: Optimization Algorithms Session Chair: Zheng Xiao 1. Anti-slip Re-adhesion Control Strategy of Electric Locomotive Based on Distributed MPC Xiaokang Wen (Southwest Jiaotong University), Jingchun Huang (Southwest Jiaotong University), and Shuo Zhang (Southwest Jiaotong University) 2. Performance Analysis and Beamforming Design for Secure Visible Light Communications Bo Huang (Nanjing University of Posts and Telecommunications), Jianxin Dai (Nanjing University of Posts and Telecommunications), Hong Ge (Nanjing University of Posts and Telecommunications), and Jin-yuan Wang (Nanjing University of Posts and Telecommunications) 3. An Efficient Hash-tree-based Algorithm in Mining Sequential Patterns with Topology Constraint Wenhua Sun (Beijing University of Posts and Telecommunications), Xiaojuan Wang (Beijing University of Posts and Telecommunications), and Lei Jin (Beijing University of Posts and Telecommunications) 4. A Block Cryptographic Algorithm for Wireless Sensor Networks Based on Hybrid Chaotic Map Yuling Luo (Guangxi Normal University), Lieyang Yao (Guangxi Normal University), Junxiu Liu (Guangxi Normal University), Dezheng Zhang (Guangxi Normal University), and Lvchen Cao (Beijing Institute of Technology) 5. Social Regularized Collaborative Metric Learning Zhengxin Zhang (Yunnan University), Qimin Zhou (Yunnan University), Hua Zhao (Yunnan University), and Hao Wu (Yunnan University) 6. Data-Driven Grinding Control Using Reinforcement Learning Li Guo (University of Central Lancashire), Huan Wang (Ansteel Mining Corporation), and Jun Zhang (Ansteel Mining Corporation)

52 Organizing Committee of HPCC 2019

General Chairs Xiangke Liao, National University of Defense Technology, China Ahmed Louri, George Washington University, USA Keqin Li, State University of New York, USA

Program Chairs Rajkumar Buyya, University of Melbourne, Australia Kenli Li, Hunan University, China

Steering Chairs Laurence T. Yang, St. Francis Xavier University, Canada Beniamino Di Martino, Second University of Naples, Italy

Workshop Chairs Bingsheng He, National University of Singapore, Singapore Yongwei Wu, Tsinghua University, China

Publicity Chairs Anthony T Chronopoulos, University of Texas at San Antonio, USA Yunquan Zhang, Institute of Computing Technology, Chinese Academy of Sciences, China Xiaoyi Lu, The Ohio State University, USA Qin Liu, Hunan University, China

Publication Chairs Atiqul Mollah, Oakland University, USA Ligang He, University of Warwick, UK

Finance Chair Zheng Xiao, Hunan University, China

Web and System Management Chairs Guoqing Xiao, University of Waterloo, Canada Hong Chen, Hunan University, China

Local Arrangement Chair Juan Luo, Hunan University, China

53 Program Committee of HPCC 2019 Ajith, Abraham, Machine Intelligence Research Labs (MIR Labs), USA Manuel, Acacio, University of Murcia, Spain Stefan, Andrei, Lamar University, USA Olga, Angelopoulou, University of Hertfordshire, UK Mohamed, Bakhouya, International University of Rabat, Morocco Jakramate, Bootkrajang, Chiang Mai University, Thailand Rajendra, Boppana, University of Texasat San Antonio, USA Jiuwen, Cao, Hangzhou Dianzi University, China Miriam, Capretz, Western Ontario University, Canada Aparicio Carranza, New York City College of Technology, USA Sudip Chakraborty, Valdosta State University, USA Xiaolin, Chang, Beijing Jiaotong University, China Bowen, Chen, Soochow University, China Chaur-Chin, Chen, National Tsing Hua University, Taiwan Chi-Hua, Chen, National Chiao Tung University, Taiwan Fei, Chen, Shenzhen University, China Jing, Chen, National Cheng Kung University, Taiwan Yan-Bin Chen, Department of Electrical Engineering National Taiwan University, Taiwan Yuanfang Chen, Guangdong Provincial Key Lab. of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, China, China Zhongliang Chen, AMD, USA Jihwan Patrick Choi, Dgist, Korea Shuo-Yan, Chou, National Taiwan University of Science and Technology, Taiwan Tinkle, Chugh, University of Jyvaskyla, Finland Sudheer Chunduri, Argonne National Laboratory, USA I-Hsin, Chung, IBM T. J. Watson Research Center, USA Wenjuan, Cui, Chinese Academy of Sciences, China Kanapathippillai, Cumanan, University of York, UK Ireneusz, Czarnowski, Gdynia Maritime University, Poland Masoud, Daneshtalab, University of Turku, Finland Gregoire Danoy, University of Luxembourg, Luxembourg Bei, Done, Shaanxi Normal University, China Bin, Dong, Lawrence Berkeley National Lab, USA Daphne Economou, University of Westminster, UK Moustafa, Elhamshary, Egypt-Japan University of Science and Technology, Egypt David, Expósito, University Carlos III, Spain Jianbin, Fang, National University of Defense Technology, China Franco, Frattolillo, University of Sannio, Italy Ryan, Friese, Pacific Northwest National Lab (PNL), USA Song, Fu, University of North Texas, USA Amlan Ganguly, Rochester Institute of Technology, USA Hao, Gao, Nanjing University of Posts and Telecommunications, China Shuai Gao, Beijing Jiaotong University, China Harald, Gjermundord, University of Nicosia, Cyprus Chris, Gniady, University of Arizona, USA Luis, Gomes, Universida de Nova Lisboa, Portugal Fabrizio, Granelli, University of Trento, Italy Qiang Guan, Kent State University, USA Marco, Guazzone, University of Piemonte Orientale, Italy Muhammad Talha, Gul, Superior University, Pakistan Bin, Guo, Institut Telecom SudParis, France 54 Tim, Hansen, South Dakota State University, USA Fei, Hao, Shaanxi Normal University, China Houcine, Hassan, University Politiecnica de Valencia, Spain Jianhua, He, Aston University, UK Wei, He, University of Science & Technology Beijing, China Seongsoo, Hong, Seoul National University, Korea Ronghui, Hou, Xidian University, China Sun-Yuan, Hsieh, National Cheng Kung University, Taiwan Robert C., Hsu, Chung Hua University, Taiwan Chun-Hsi, Huang, University of Connecticut, USA Jiawei, Huang, Central South Univeristy, China Kuo-Chan, Huang, National Taichung University, Taiwan Miaoqing, Huang, University of Arkansas, USA Maciej, Huk, Wroclaw University of Science and Technology, Poland Mauro, Iacono, Università degli Studi della Campania "Luigi Vanvitelli”, Italy Young-Sik, Jeong, Dongguk University, Korea Yuheng, Jia, City University of Hong Kong, Hong Kong Hai, Jiang, Arkansas State University, USA Wenbin, Jiang, Huazhong University of Science and Technology, China Carlos, Juiz, University of the Balearic Islands, Spain Habib M., Kammoun, University of Sfax, Tunisia Mahmut, Kandemir, Pennsylvania State University, USA Panagiotis, Karampelas, Hellenic Air Force Academy, Greece Muhammad, Khurran Khan, King Saud University, Saudi Arabia Tom, Kirkham, STFC, UK Ondrej, Krejcar, University of Hradec Kralove, Czech Republic Minseok, Kwon, Rochester Institute of Technolgy, USA Alexey, Lastovetsky, University College Dublin, Ireland Tuan, Le, Middlesex University London, UK Che-Rung, Lee, National Tsing Hua University, Taiwan Laurent, LefĨvre, Inria, LIP, France Victor C. M. Leung, Department of Electrical and Computer Engineering, University of British Columbia, Canada, Canada Juan Li, North Dakota State University, USA Qinghua, Li, University of Arkansas, USA Qingsheng, Li, Anyang Normal University, China Ruidong Li, National Institute of Information and Communications Technology (NICT), Japan Ruixuan Li, Huazhong University of Science and Technology, China Yunji, Liang, Northwestern Polytechnical University, China Kai, Lin, Dalian Universtiy of Technology, China Jianxun Liu, Hunan University of Science and Technology, China Jun, Liu, University of Michigan, USA Xin, Lou, Advanced Digital Sciences Center, Illinois at Singapore., Singapore Samia, Loucif, AlHosn University, UAE Joan, Lu, University of Huddersfield, UK Wei, Lu, Keene University, USA Chengwen, Luo, Shenzhen University, China Zakaria, Maamar, Zayed University, UAE Mario Donato, Marino, Leeds Beckett University, UK Alejandro, Masrur, TU Chemnitz, Germany Gabriel, Mateescu, National Center for Supercomputing Applications, USA Rodolfo Meneguette, Federal University of Sao Paulo, Brazil Souham, Meshoul, University Constantine 2, Algeria Manki, Min, South Dakota State University, USA 55 Atiqul Mollah, Oakland University, USA Paolo, Mori, IIT-CNR, Italy In Hyun, Nahm, Sunmoon University, Korea Takeshi, Nanri, Kyushu University, Japan Mahdi, Nikdast, Colorado State University, USA Satoru, Ohta, Toyama Prefectural University, Japan Hassab-Elgawi, Osman, Okayama University, Japan Rasha, Osman, University of Khartoum, Sudan Michael, Oudshoorn, Northwest Missouri State University, USA Le, Ouyang, Shenzhen University, China Jeng-Shyang, Pan, National Kaohsiung University of Applied Sciences, Taiwan Zhaoqing, Pan, Nanjing University of Information Science and Technology, China Marcin, Paprzycki, Systems Research Institute Polish Academy of Sciences and Management Academy, Poland Athanasios, Paraskelidis, University of Portsmout, UK Eric, Pardede, La Trobe University, Australia Amanda, Peart, University of Portsmout, UK Lu, Peng, Louisiana State University, USA Adamantini, Peratikou, University of Portsmout, UK Ronald, Perrott, Queen's University, UK Kalyan, Perumalla, Oak Ridge National Lab, USA Dana, Petcu, University of Western Timisoara, Romania Sumesh, Philip, Western Illinois University, USA Christian, Poellabauer, University of Notre Dame, USA Andreas, Polze, Hasso-Plattner-Institute at University Potsdam, Germany Lucian, Prodan, Politehnica University of Timisoara, Romania Man, Qi, Canterbury Christ Church University, UK Xiao, Qin, Auburn University, USA Khaled, Rabie, Manchester Metropolitan University, UK Khaled, Ragab, King Faisal University, Saudi Arabia Thomas, Rauber, University of Bayreuth, Germany Xuebin, Ren, Xi’an Jiaotong University, China Yongmao, Ren, Chinese Academy of Sciences, China Jose Cano, Reyes, The University of Edinburgh, UK Morris, Riedel, Jülich Supercomputing Centre, USA Juan Manuel Corchado Rodrguez, University of Salamanca, Spain Luiz A., Rodrigues, Western Parana State University, Brazil Imed, Romdhani, Edinburgh Napier University, UK Julio, Sahuquillo, Universidad Politecnica de Valencia, Spain Subhash, Saini, NASA, USA Momodou, Sanyang, University of Birmingham, UK Stefan Schaeckeler, Cisco, USA Gregor, Schiele, Universität Duisburg-Essen, Germany Huseyin, Seker, The University of Northumbria at Newcastle, UK Huasong Shan, JD.com American Technologies Corporation, USA Tao, Shang, Beihang University, China Joanna Siebert, Hong Kong Polytechnic University, Hong Kong Anthony, Simonet, Rutgers Discovery Informatics Institute (RDI2), USA Frank, Siqueira, Federal University of Santa Catarina, Brazil Bosheng, Song, Huazhong University of Science and Technology, China Daisuke, Takahashi, University of Tsukuba, Japan Domenico, Talia, Università della Calabria, Italy Haina, Tang, University of Chinese Academy of Sciences, China Shirmohammad Tavangari, University of Zurich, Switzerland 56 Parimala, Thulasiraman, University of Manitoba, Canada I-Hsien, Ting, National University of Kaohsiung, Taiwan Paolo, Trunfio, University of Calabria, Italy George, Tsoulos, University of Peloponnese, Greece Nilay Vaish, Google, USA Luis Javier, García Villalba, Complutense University of Madrid, Spain Bang, Wang, Huazhong University of Science and Technology, China Chen, Wang, Huazhong University of Science and Technology, China Gaocai, Wang, Guangxi University, China Weichao, Wang, University of North Caroline at Charlotte, USA Wenbo, Wang, NTU, Singapore Xiang, Wang, Beihang University, China Yunsheng, Wang, Kettering University, USA Zhu, Wang, Northwestern Polytechnical University, China Jin, Wei, University of Akron, USA Guoqi Xie, Hunan University, China Liudong, Xing, University of Massachusetts at Dartmouth, USA Li, Xu, Fujian Normal University, China Tongyang, Xu, UCL, UK Wenjian, Xu, Hong Kong Polytechnic University, China Zhiwu, Xu, Shenzhen University, China Zhongjiang, Yan, Northwestern Polytechnical University, China Hongji, Yang, Bath Spa University, UK Qinmin, Yang, Zhejiang University, China Muneer Bani, Yassein, Jordan University of Science and Technology, Jordan I-Ling, Yen, University of Texas at Dallas, USA Chen, Yu, Huazhong University of Science and Technology, China Hu, Yuan, University of Warwick, UK Hui, Yuan, Shandong University, China Hao, Yue, San Francisco State University, USA Jiaxin Zhang, Beijing University of Posts and Telecommunications, China Junbao Zhang, Zhongyuan University of Technology, China Ke, Zhang, Wuhan University of Technology, China Lining, Zhang, Northumbria University, UK Qieshi, Zhang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China Xinchang, Zhang, Shandong Academy of Sciences, China Xiuxia Zhang, NVIDIA, USA Xu, Zhang, Nanjing University, China Yong Zhang, Liaoning Normal University, China Yueying, Zhang, University of Oklahoma, USA Peng, Zhao, Xi'an Jiaotong University, China Wenbo, Zhao, Xidian University, China Liangli, Zhen, Sichuan University, China Huiru, Zheng, University of Ulster, UK Shenghua, Zhong, Shenzhen University, China Junlong Zhou, Nanjing University of Science and Technology, China Yingjie, Zhou, Sichuan University, China Bonnie, Zhu, Univ. of California at Berkeley, USA Zuqing, Zhu, University of Science and Technology of China, China

57 Organizing Committee of SmartCity 2019

General Chairs Xuemin (Sherman) Shen, University of Waterloo, Canada Geyong Min, University of Exeter, UK

Program Chairs W. Pedrycz, University of Alberta, Canada Bharadwaj Veeravalli, National University of Singapore, Singapore Hongbo Jiang, Hunan University, Chin

Steering Committee Laurence T. Yang, St. Francis Xavier University, Canada (Chair) Jinjun Chen, Swinburne University of Technology, Australia (Chair) Gilles Betis, EIT ICT Labs, France Yu Zheng, Microsoft Research, China

Workshop Chairs Jemal Hussien, Deakin University, Australia

Publicity Chairs Anthony T Chronopoulos, University of Texas at San Antonio, USA Qing Liu, Hunan University, China

Publication Chairs David Powers, Flinders University, Australia Jianguo Chen, University of Toronto, Canada

Finance Chair Zheng Xiao, Hunan University, China

Web and System Management Chairs Guoqing Xiao, University of Waterloo, Canada Hong Chen, Hunan University, China

Local Arrangement Chair Ju Ren, Central South University, China

58 Program Committee of SmartCity 2019 Ajith Abraham, Machine Intelligence Research Labs (MIR Labs), USA Adel M. Alimi, University of Sfax, Tunisia Stefan, Andrei, Lamar University, USA Guglielmo De Angelis, CNR - IASI, Italy Amjad Anvari-Moghaddam, Aalborg University, Denmark Yu, Bai, California State University Fullerton, USA Jose, Barata, Universidade Nova Lisboa, Portugal José Barbosa, Polytechnic Institute of Bragança, Portugal Adriana Giret Boggino, Polytechnic University of Valencia, Spain Rajendra, Boppana, University of Texasat San Antonio, USA Miriam, Capretz, Western Ontario University, Canada Chen, Chen, Fudan University, China Jing, Chen, National Cheng Kung University, Taiwan Zhikui, Chen, Dalian University of Technology, China Hui, Cheng, Liverpool John Moores University, UK Antonio Coronato, L'Istituto di Calcolo e Reti ad Alte Prestazioni del Consiglio Nazionale delle Ricerche (ICAR-CNR), Italy Fabio Costa, Federal University of Goias, Brazil Jie Cui, Anhui University, China Ireneusz, Czarnowski, Gdynia Maritime University, Poland Chelsea, Dobbins, Liverpool John Moores University, UK Mianxiong, Dong, Muroran Institute of Technology, Japan Nadine Gaertner, SAP, Germany Jing, Gao, Dalian University of Technology, China Hemant, Ghayvat, Fudan University, China Luis, Gomes, Universida de Nova Lisboa, Portugal Pedro Merino Gomez, University of Malaga, Spain Damas P. Gruska, Comenius University in Bratislava, Slovakia Zonghua, Gu, Zhejiang University, China Kehua Guo, Central South University, China Chang-Wook Han, Dong-Eui University, South Korea Liangxiu Han, Manchester Metropolitan University, UK Houcine, Hassan, University Politiecnica de Valencia, Spain Seongsoo, Hong, Seoul National University, Korea Pao-Ann, Hsiung, National Chung Cheng University, Taiwan Robert, Hsu, Chung Hua University, Taiwan Huawei, Huang, University of Aizu, Japan Maciej Huk, Wroclaw University of Science and Technology, Poland Mauro, Iacono, Università degli Studi della Campania "Luigi Vanvitelli”, Italy Ulf Jennehag, Mid Sweden University, Sweden Chao, Jing, Guilin University of Technology, China Eugene, John, University of Texas at San Antonio, USA Habib M. Kammoun, University of Sfax, Tunisia Kashif, Kifayat, Liverpool John Moores University, UK KyoungGon, Kim, Korea University, Korea Ondrej Krejcar, University of Hradec Kralove, Czech Republic Chin-Fu, Kuo, National Univ. of Kaohsiung, Taiwain Zhiyuan, LI, Jiangsu University, China GyuMyoung, Lee, Liverpool John Moores University, UK Yiu-Wing, Leung, Hong Kong Baptist University, Hong Kong Gaolei, Li, Shanghai JiaoTong University, China Shancang, Li, West england university, UK 59 Hui, Lin, Fujian Normal University, China Jun, Liu, University of Michigan at Dearborn, USA Lei, Liu, Shandong University, China Lu Liu, University of Derby, UK Zhi, Liu, Waseda University, Japan Richard Lomotey, University of Saskatchewan, Canada Wei, Lu, Keene State College, USA Chunbo Luo, University of Exeter, UK Zhihan, Lv, University College London, UK Xinjun Mao, NUDT, China Hongying, Meng, University of Brunel, UK Gidlund Mikael, Mid Sweden University, Sweden Rasha, Osman, University of Khartoum, Sudan, Sudan Peter Palensky, TU Delft, The Netherlands Zhibo, Pang, BB AB Corporate Research, Sweden, Sweden Marcin Paprzycki Paprzycki, Systems Research Institute Polish Academy of Sciences and Management Academy, Poland Younghee, Park, San Jose State University, USA Novais Paulo, Universidade do Minho, Portugal Dana, Petcu, West University of Timisoara, Romania Vincenzo, Piuri, University degli studi di Milano, Italy Andreas, Polze, Hasso-Plattner-Institute at University Potsdam, Germany Tie, Qiu, Dalian University of Technology, China Sebastian Rohjans, HAW, Germany Julio, Sahuquillo, Universidad Politecnica de Valencia, Spain Emanuele Lindo Secco, Liverpool Hope University, UK, UK Mohamed, Sellami, ISEP, France Thar Baker, Shamsa, Liverpool John Moores University, UK Joanna Siebert, Hong Kong Polytechnic University, Hong Kong Petr Skobelev, Multi-Agent Technology, Ltd, UK Jingtao, Sun, National Institute of Informatics, Japan Chiu Chiang, Tan, Temple University, USA Sabu M, Thampi, Indian Institute of Information Technology and Management, India Mathias Uslar, OFFIS, Germany Harold Rene Chamorro, Vera, KTH, Sweden, Sweden Hao, Wang, Norwegian University of Science & Technology, Norway Yufeng Wang, Nanjing University of Posts and Telecommunications, China I-Chen Wu, National Chiao Tung University, Taiwan Yulei, Wu, University of Exeter, UK Hongji Yang, Bath Spa University, UK Po Yang, Liverpool John Moores University, UK Muhammad Younas, Oxford Brookes University, UK Gulnara Zhabelova, Luleå University of Technology, Sweden Kailong, Zhang, Northwestern Polytechnical University, China Minghui Zheng, Hubei University for Nationalities, China Xiaoxiong, Zhong, Tsinghua University, China Bo, Zhou, Liverpool John Moores University, UK

60 Organizing Committee of DSS 2019

General Chairs Albert Zomaya, University of Sydney, Australia Xianhe Sun, Illinois Institute of Technology, USA

Program Chairs Tao Li, University of Florida, USA Pavan Balaji, Argonne National Laboratory, USA

Steering Committee Jinjun Chen, Swinburne University of Technology, Australia (Chair) Laurence T. Yang, St Francis Xavier University, Canada (Chair) Ramamohanarao Kotagiri, University of Melbourne, Australia Jian Pei, Simon Fraser University, Canada Xian-He Sun, Illinois Institute of Technology, USA Sartaj Sahni, University of Florida, USA Stan Matwin, Dalhousie University, Canada Zhaohui Wu, Zhejiang University, China Manish Parashar, Rutgers University, USA Albert Zomaya, University of Sydney, Australia

Workshop Chairs Yunji Chen, Institute of Computing Technology, Chinese Academy of Sciences, China Abdel-Badeeh M. Salem, Ain Shams University, Egypt

Publicity Chairs Anthony T Chronopoulos, University of Texas at San Antonio, USA Qing Liu, Hunan University, China

Publication Chair Shaoliang Peng, National Supercomputing Center in Changsha, China

Finance Chair Zheng Xiao, Hunan University, China

Web and System Management Chairs Guoqing Xiao, University of Waterloo, Canada Hong Chen, Hunan University, China

Local Arrangement Chair Jin Zhang, Hunan Normal University, China

61 Program Committee of DSS 2019 Ilkay, Altintas, University of California, San Diego, USA Danilo Ardagna, Politecnico di Milano, Italy Gustavo Batista, Universidade de São Paulo, Brazil Martin Berzins, University of Utah, USA Sridutt Bhalachandra, Argonne National Laboratory, USA, Rajdeep Bhowmik, Cisco Systems, Inc., USA Surendra Byna, Lawrence Berkeley National Laboratory, USA Ricardo José, Gabrielli Barreto Campello, James Cook University, Australia Alberto Cano, Virginia Commonwealth University, USA Cinzia, Cappiello, Politecnico di Milano, Italy Barbara Carminati, University of Insubria, Italy Aparna Chandramowlishwaran, University of California, Irvine, USA, Keke Chen, Wright State University, USA Mei, Chen, Lanzhou Jiaotong University, China Yuwang, Chen, University of Manchester, UK Zhiyuan, Chen, University of Maryland Baltimore County, USA Kenneth Chiu, Binghamton University, USA Andrea, Clematis, IMATI - CNR, Italy Giuseppe Congiu, Argonne National Laboratory, USA, Alfredo Cuzzocrea, ICAR-CNR and University of Calabria, Italy Ernesto, Damiani, Universita degli Studi di Milano, Italy Cheng, Deng, Xidian University, China Sameh, Elnikety, Microsoft Research, USA Harry Foxwell, Oracle Consultant, and Adjunct Professor of Computer Science at George Mason University, USA Bernd Freisleben, Philipps-Universität Marburg, Germany Wenlong, Fu, SAP Auckland, New Zealand Xin Fu, University of Houston, USA, Angelo, Genovese, Università degli Studi di Milano, Italy Felix, Gessert, University of Hamburg, Germany Anastasios Gounaris, Aristotle University of Thessaloniki, Greece Nancy, Grady, SAIC, USA Naeemul Hassan, University of Mississippi, USA Bingsheng He, National University of Singapore, Singapore, Jieyue He, Southeast University, China Mark Hedges, King's College London, UK Jia, Hu, University of Exeter, UK Liting, Hu, Florida International University, USA Yu, Hua, Huazhong University of Science and Technology, China Kaizhu Huang, Xi'an Jiaotong-Liverpool University, China Fabrice, Huet, Université Côte d’Azur, CNRS, France Clay Hughes, Sandia National Laboratories, USA, Mikel Galar Idoate, Public University of Navarra, Spain Yichuan Jiang, Southeast University, China Jithin Jose, Microsoft, USA, David, Kaeli, Northeastern University, USA Vana, Kalogeraki, Athens University of Economics and Business, Greece Jang Hyun Kim, Sungkyunkwan University, South Korea Alex Kuo, University of Victoria, Canada Palden Lama, University of Texas at San Antonio, USA, 62 Alexey, Lastovetsky, University College Dublin, Ireland Che-Rung Lee, National Tsing Hua University, Taiwan Laurent, Lefevre, INRIA, France Jianxin Li, Beihang University, China Min Li, IBM TJ Watson Research Center, USA Ru Li, Inner Mongolia University, China Zheng, Lin, Chinese Academy of Sciences, China Duo Liu, Chongqing University, China, Jun Liu, University of Michigan at Dearborn, USA Giovanni, Livraga, Università degli Studi di Milano, Italy Jay, Lofstead, Sandia National Laboratories, USA Cheng Long, Queen's University Belfast, UK Qiang, Ma, Rutgers University, USA Zhixin Ma, School of Information Science and Engineering, Lanzhou University, China Bradley, Malin, Vanderbilt University, USA Victor Malyshkin, Institute of Computational Mathematics and Mathematical Geophysics, Russia Wenji, Mao, Institute of Automation, Chinese Academy of Sciences, China Bob, Marcus, ET-Strategies, USA Tiziana Margaria, University of Limerick, Ireland Wang Miao, University of Exeter, UK Hidemoto, Nakada, National Institute of Advanced Industrial Science and Technology, Japan Ben C.K. Ngan, Worcester Polytechnic Institute, USA Jian-Yun, Nie, Université de Montréal, Canada Alexandros, Ntoulas, LinkedIn, USA Antonio J. Pena, Barcelona Supercomputing Center, Spain, Amer Qouneh, Western New England University, USA, Vaibhav Rastogi, Northwestern University, USA Paolo Romano, Lisbon University/INESC-ID, Portugal Tong, Ruan, East China University of Science and Technology, China Lukas, Rupprecht, IBM Research Almaden, USA Yvan Saeys, Ghent University, Belgium Shengli Victor, Sheng, University of Central Arkansas, USA Benyuan, Shi, Hangzhou Dianzi University, China Koichi Shirahata, Fujitsu, Japan Srivathsan Srinivasagopalan, Visa, USA Mingxuan, Sun, Louisiana State University, USA Hakaru Tamukoh, Kyushu institute of Technology, Japan Li, Tao, Southwest University, China Amr Tolba, King Saud University, Saudi Arabia Sebastian Ventura, University of Cordoba, Spain Hongzhi, Wang, Harbin Institute of Technology, China Jianwu, Wang, University of Maryland, Baltimore County, USA Rui Wang, Beihang University, China, Shiqiang Wang, IBM TJ Watson Research Center, USA Yi Wang, Shenzhen University, China, Yuanzhuo, Wang, Chinese Academy of Sciences, China Zhiping Wang, Huawei, China Tianyu, Wo, Beihang University, China Ka-Chun, Wong, City University of Hong Kong, HK SAR, China Lingfei Wu, IBM Research, USA Haitao Xia, Avago Technologies, USA Yun, Xiong, Fudan University, China 63 Jiajie, Xu, Soochow University, China Weijia, Xu, Texas Advanced Computing Center, University of Texas at Austin, USA Ramin Yahyapour, GWDG - Gesellschaft für wissenschaftliche Datenverarbeitung mbH Göttingen, Germany Feng, Yan, University of Nevada, Reno, USA Jian Yang, Macquarie University, Australia Ming Yang, Nanjing Normal University, China Chau Yuen, Singapore University of Technology and Design, Singapore Guangyan, Zhang, Tsinghua University, China Jing Zhang, AMD, USA, Kunpeng Zhang, University of Maryland, College Park, USA Xiaofeng, Zhang, Harbin Institute of Technology, China Zili Zhang, Southwest University, China Dongyan Zhao, Peking University, China Ming, Zhao, Arizona State University, USA Xingming, Zhao, Fudan University, China Zhiming Zhao, University of Amsterdam, Netherlands Amelie Chi Zhou, Shenzhen University, China, Xiaobo Zhou, University of Colorado, Colorado Springs, USA

64 Travel Guide Zhangjiajie (simplified Chinese: 张家界; traditional Chinese: 張家界; pinyin: Zhāngjiājiè) also known in Tujia language as Zhangx jif avlar (dzaȵ˩ ji˥ a ˩la˥) is a prefecture-level city in the northwestern part of Hunan province, People's Republic of China. It comprises the district of Yongding, Wulingyuan and counties of Cili and Sangzhi. Within it is located Wulingyuan Scenic Area which was designated a UNESCO World Heritage Site in 1992 as well as an AAAAA scenic area by the China National Tourism Administration.

The city features a variety of different terrains including: mountainous regions, upland areas, plains, and Karst rock areas. Among these, the mountains cover 76 percent of the total area. The world-famous natural heritage site 'Wulingyuan Scenic Area' is located on the base of these great mountains. Areas worth visiting include Zhangjiajie National Forest Park (known as China's first national forest park), Suoxiyu Nature Reserve, and Tianzi Mountain Nature Reserve. The scenic area hosts many natural features including: mountains, forests, caves, lakes and waterfalls and perhaps there are more than three thousand rock ridges and eight hundred ghylls. They enjoy the reputation of 'Original Picture on Mountain and River of China'. This wonderland is covered with dense forests and is considered Mother Nature's Oxygen Bar.

One of the most interesting things to do here is the experience of drifting on the Maoyan River. The Maoyan River is the upper reach of the Li River in Yongding District. The length for drifting is 25 kilometers (about 16 miles) and the zigzags in the river offer an exhilarating ride. There are four wonders on the Maoyan River: Bangtou Spring, Jianxie (intermittent) Spring, Yan (salt) Spring and Pen Wu (spout mist) Cave. These scenic spots cover the river with a mysterious color. The most renowned scenic spot is the Shui Dongzi (water hollow) Waterfall. On the bank opposite the waterfall there are several huge rocks which provide a perfect natural observation platform. This is an ideal place for visitors to take photos.

Zhangjiajie National Forest Park Yellow Dragon Cave

65 Baofeng Lake Thrilling Glass Bridge

Tianmen Cave A Grand Waterfall

The history of Zhangjiajie can be traced back to the Neolithic Age. There are three main ethnic minority groups Tujia, Bai, Miao and other 29 minority groups living harmoniously with the Han Nationality. Many different folk cultures converge here and the visitor can experience the various folk-customs, clothing, decorations, dance and music. In 2006, Folk Songs of Sangzhi County, Hands-waving Dance of Tujia Ethnic Group, Maogusi Dance, and The Crafts of Tujia Brocade were all listed in the Protection Catalog of Chinese Intangible Cultural Heritage. The people here are all very hospitable and visitors immediately feel at home. And local snacks may become travelers' favorite.

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