IC2E Conference Booklet

CONFERENCE PROGRAM conferences.computer.org/IC2E conferences.computer.org/IoTDI 2 3 TABLE OF CONTENT IC2E 6-31 Welcome Messages 8 Committees 12 Program 18 Invited Talk 28 Proceedings 31 IoTDI 32-49 Welcome Messages 34 Committees 38 Program 40 Proceedings 49 IC2E & IoTDI 50-87 Keynotes 51 Panel 58 Welcome Reception 18 Conference Banquet 59 Tutorials 62 Workshops 77 Local Information Conference Venue 82 About Berlin 83 Campus Map 84 Floorplan 85 Wi-Fi Information 86 Notes 87 Copyright IEEE ©2016 4 5 IC2E IC2E 2016 is sponsored by: 6 7 IC2E IC2E MESSAGE FROM THE GENERAL CHAIRS We like to welcome you, with great pleasure, to IEEE IC2E 2016, the 4th edition of the IEEE annual international conference on cloud engineering. This year, IC2E will be held in Berlin, Germany’s capital and one of Europe’s main digital hubs of scientists, creative talents and entrepreneurs. IEEE IC2E is a high-quality forum to bring An excellent team has worked very hard to Last but not least, we would like to thank the together experts working on different levels of organize IEEE IC2E 2016. First, we would like IC2E Steering Committee and especially Hui the cloud stack – systems, storage, networking, to thank the TPC Co-Chairs Lucy Cherkaso- Lei for his continuous support of the IC2E con- platforms, databases, and applications – to ad- va, Peter Pietzuch, and Cho-Li Wang for their ference series, both as spokesman of the Stee- dress challenges needed to shape the future leadership and for ensuring a high-quality ring Committee and as Chair of IEEE TCBIS, the of cloud-transformed business and society. program. A carefully selected TPC has done a Technical Committee on Business Informatics This year, the main conference spans over great job in reviewing the research submissi- and Systems. Further, we would like to thank three full days, featuring a research track with ons. We are very grateful to the other Chairs of the entire management team at IEEE USA and full,short, work-in-progress and poster papers, the Organizing Committee, including Dennis at TUBS (TU Berlin Science Marketing). as well as an industry track. The main program Gannon (Workshops Chair), Shu Tao (Industry Finally, we would like to thank all authors, is accompanied by two full days of workshops, Tracks Chair), Seetharami Seelam (Panels tutorial presenters, workshop organizers, and tutorials, and a doctoral symposium. IEEE IC2E Chair), David Eyers and Jatinger Singh (Tuto- participants for making IEEE IC2E 2016 a suc- 2016, for the first time, is also co-located rials Chairs), Judy Qiu (Doctoral Symposium cess. We wish you an enjoyable, inspiring and with IEEE IoTDI, a new conference on Inter- Chair), Sonia Ben Mokhtar (Proceedings Chair) fruitful stay in Berlin! net of Things design and implementation. and Ali Kanso and Ningfang Mi (Publicity We are honored to have Gustavo Alonso, Jon Chairs). Notably, our sincere thanks go to the Geoffrey Fox and Stefan Tai Crowcroft, and Roger Barga as the joint key- local team at TU Berlin: David Bermbach (Local note speakers for both conferences, and Ian Chair), Dominik Ernst (Finance Chair) and Foster as an IC2E invited speaker. Jacob Eberhardt (Web Chair). 8 9 IC2E IC2E MESSAGE FROM THE PROGRAM COMMITTEE CO-CHAIRS privacy, energy management in cloud data cen- dings Chair, for her efficient help and sense of ters are some of the vanguard areas this year. In a timely schedule, and to Jacob Eberhardt, the addition, traditional topics are also well repre- Web Chair, for keeping the conference web site up-to-date. Special thanks are also due to the It is our great pleasure to welcome you to the tinents (Americas: 41%, Europe: 36%, Asia: sented, such as cloud applications and services, Publicity Co-Chairs, Ali Kanso and Ningfang Mi, IEEE International Conference on Cloud En- 19%, Africa: 2%, Oceania: 2%), on all of the and cloud programming models, benchmarks, for their efforts in promoting the conference. gineering 2016 (IC2E 2016). This year marks conference topics, with a particular focus on and tools. Finally, we wish to extend our heartfelt gratitu- the fourth edition of the conference, which first “cloud applications and services” (37 submissi- This year, the IC2E 2016 conference is honored de to the rest of the Organization and Steering started in 2013 and since then has evolved ons), „resource management and optimization to host three prestigious keynote speakers: Committees, whose actions and help have been into a high-quality and comprehensive forum in the cloud” (34 submissions), “performance, Gustavo Alonso from ETH (Switzerland), Roger instrumental in setting up IC2E 2016. that focuses on the development of cloud com- dependability, and service level agreements” Barga from Amazon Web Services (USA), and puting, infrastructures and applications, and (20 submissions), “cloud security, privacy, com- Jon Crowcroft from the University of Cambridge January 20, 2016 where researchers and practitioners exchange pliace, and trust” (15 submissions), and „Big (UK), as well as an invited talk by Ian Foster from knowledge on engineering principles, enab- data management, platforms and analytics” the University of Chicago (USA). Lucy Cherkasova ling technologies, and practical experiences re- (14 submissions). In addition to the conference research track, (Hewlett Packard Labs) lated to cloud computing. By bringing together Each paper received an average of 3.5 reviews the conference features a new work-in-progress Peter Pietzuch experts that work at different levels of the cloud from the 57 PC members, aided by 7 external (WIP) session, a poster session, and a range of (Imperial College London) stack - systems, storage, networking, platforms, reviewers. All submissions were discussed in exciting workshops. The IC2E 2016 conference Cho-Li Wang databases, and applications, IC2E offers an end- depth during a 7-day on-line PC meeting. The would not have been possible without the help (University of Hong Kong) to-end view on the challenges and technologies papers were evaluated with respect to their and dedication of a large team of volunteers, in cloud computing, fosters research that ad- originality, technical merit, presentation quali- and the help of the research and industrial dresses the interaction between different layers ty, and relevance to the conference themes. In community at large. We would like to thank the of the stack, and ultimately helps shape the total, 17 papers have been accepted (acceptan- authors who submitted their work and all the future of cloud-transformed businesses and ce rate: 23%): 16 research papers and 1 short PC members and reviewers who worked very society. paper. hard to create this program. We would also like This year the conference received 91 abstracts, The selected papers represent the latest results to express our deepest gratitude to Geoffrey which resulted in 73 paper submissions (54 both in traditional areas as well as new dire- Fox and Stefan Tai, the 2016 General Chairs, for long research papers and 19 short papers) with tions. Big data processing, cloud security and their dedication and advice. We are deeply in- authors from 24 countries spanning five con- debted to Sonia Ben Mokhtar, the 2016 Procee- 10 11 IC2E IC2E ORGANIZING COMMITTEE General Chairs Doctoral Symposium Chair Steering Committee • Goeffrey Fox, Indiana University, USA • Judy Qiu, Indiana University, USA • Jean Bacon, University of Cambridge, UK • Stefan Tai, TU Berlin, Germany • Roy Campbell, University of Il at Urbana Champaign, Local Arrangements and Registration Chair USA Program Committee Chairs • David Bermbach, TU Berlin, Germany • Dilma Da Silva, Texas A&M University, USA • Lucy Cherkasova, HP Labs, USA • Masaru Kitsuregawa, University of Tokyo, Japan • Peter Pietzuch, Imperial College London, UK Finance Chair • Christos Kozyrakis, Stanford University, USA • Cho-li Wang, University of Hong Kong, China • Dominik Ernst, TU Berlin, Germany • Hui Lei, IBM Research, USA • Dejan Milojicic, HP Labs, USA Workshops Chairs Publicity Chairs • Dennis Gannon, Microsoft, USA • Ali Kanso, Ericsson, Canada Hosted by • Ningfang Mi, Northeastern University, • TU Berlin Industry Track Chair USA • Shu Tao, IBM Watson Research, USA Sponsored by Web and Information Chair • IEEE Computer Society Panels Chair • Jacob Eberhardt, TU Berlin, Germany • Seetharami Seelam, IBM, USA Proceedings Chair Tutorials Chairs • Sonia Ben Mokhtar, LIRIS-CNRS, France • David Eyers, University of Otago, New Zealand • Jatinder Singh, University of Cambridge, UK 12 13 IC2E IC2E PROGRAM COMMITTEE RESEARCH TRACK • Haibo Chen, Shanghai Jiao Tong University, • Jinho Hwang, IBM Research, USA • Karsten Schwan, Georgia Tech, USA China • Alex Iosup, Delft University of Technology, • Marco Serafini, Qatar Computing Research Program Committee Chairs • Jinjun Chen, University of Technology Sydney, Netherlands Institute, Qatar • Lucy Cherkasova, HP Labs, USA Australia • Arun Iyengar, IBM Research, USA • Weisong Shi, Wayne State University, USA • Peter Pietzuch, Imperial College London, UK • Gregory Chockler, Royal Holloway University • K. R. Jayaram, IBM Research, USA • Liuba Shrira, Brandeis University, USA • Cho-li Wang, University of Hong Kong, China of London, UK • Hai Jin, Huazhong University of Science and • Evgenia Smirni, College of William and Mary, • Paolo Costa, Microsoft Research Cambridge, Technology, China USA Program Committee Members UK • Ruediger Kapitza, TU Braunschweig, Germany • Stefan Tai, TU Berlin, Germany • Artur Andrzejak, Heidelberg University, • Dilma Da Silva,

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