Wireless Multicasting for Content Distribution: Stability and Delay Gain Analysis

IEEE INFOCOM 2019 – IEEE Conference on Computer

Communications

Paris, France

29 April – 2 May 2019

Pages 1-828

IEEE Catalog Number: CFP19INF-POD ISBN: 978-1-7281-0516-1

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IEEE Catalog Number: CFP19INF-POD ISBN (Print-On-Demand): 978-1-7281-0516-1 ISBN (Online): 978-1-7281-0515-4 ISSN: 0743-166X

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TABLE OF CONTENTS

WIRELESS MULTICASTING FOR CONTENT DISTRIBUTION: STABILITY AND DELAY GAIN ANALYSIS...... 1 Bahman Abolhassani ; John Tadrous ; Atilla Eryilmaz

JOINT SERVICE PLACEMENT AND REQUEST ROUTING IN MULTI-CELL MOBILE EDGE COMPUTING NETWORKS...... 10 Konstantinos Poularakis ; Jaime Llorca ; Antonia M. Tulino ; Ian Taylor ; Leandros Tassiulas

CRF: COEXISTENT ROUTING AND FLOODING USING WIFI PACKETS IN HETEROGENEOUS IOT NETWORKS...... 19 Wei Wang ; Xin Liu ; Yao Yao ; Yan Pan ; Zicheng Chi ; Ting Zhu

ACCESS STRATEGIES FOR NETWORK CACHING ...... 28 Itamar Cohen ; Gil Einziger ; Roy Friedman ; Gabriel Scalosub

ON THE DISTRIBUTION OF AOI FOR THE GI/GI/1/1 AND GI/GI/1/2* SYSTEMS: EXACT EXPRESSIONS AND BOUNDS...... 37 Jaya Prakash Champati ; Hussein Al-Zubaidy ; James Gross

A CONSTANT APPROXIMATION FOR MAXIMUM THROUGHPUT MULTICOMMODITY ROUTING AND ITS APPLICATION TO DELAY-TOLERANT NETWORK SCHEDULING...... 46 Mengxue Liu ; Andréa W. Richa ; Matthias Rost ; Stefan Schmid

A UTILITY-DRIVEN MULTI-QUEUE ADMISSION CONTROL SOLUTION FOR NETWORK SLICING ...... 55 Bin Han ; Vincenzo Sciancalepore ; Di Feng ; Xavier Costa-Perez ; Hans D. Schotten

DISCRETE-TIME MODELING OF NFV ACCELERATORS THAT EXPLOIT BATCHED PROCESSING ...... 64 Stanislav Lange ; Leonardo Linguaglossa ; Stefan Geissler ; Dario Rossi ; Thomas Zinner

CHARGING ORIENTED SENSOR PLACEMENT AND FLEXIBLE SCHEDULING IN RECHARGEABLE WSNS...... 73 Tao Wu ; Panlong Yang ; Haipeng Dai ; Wanru Xu ; Mingxue Xu

D2D OFFLOADING FOR STATISTICAL QOS PROVISIONINGS OVER 5G MULTIMEDIA MOBILE WIRELESS NETWORKS...... 82 Xi Zhang ; Qixuan Zhu

ENHANCING CELLULAR PERFORMANCE VIA VEHICULAR-BASED OPPORTUNISTIC RELAYING AND LOAD BALANCING ...... 91 Saadallah Kassir ; Gustavo De Veciana ; Nannan Wang ; Xi Wang ; Paparao Palacharla

INTERFERENCE RECYCLING: EXPLOITING INTERFERING SIGNALS TO ENHANCE DATA TRANSMISSION ...... 100 Zhao Li ; Jie Chen ; Kang G. Shin ; Jia Liu

ONLY THOSE REQUESTED COUNT: PROACTIVE SCHEDULING POLICIES FOR MINIMIZING EFFECTIVE AGE-OF-INFORMATION ...... 109 Bo Yin ; Shuai Zhang ; Yu Cheng ; Lin X. Cai ; Zhiyuan Jiang ; Sheng Zhou ; Zhisheng Niu

A GENERAL MODEL FOR MINIMIZING AGE OF INFORMATION AT NETWORK EDGE ...... 118 Chengzhang Li ; Shaoran Li ; Y. Thomas Hou

OPTIMAL TRUNK-RESERVATION BY POLICY LEARNING ...... 127 Antonio Massaro ; Francesco De Pellegrini ; Lorenzo Maggi

ONLINE CHANNEL-STATE CLUSTERING AND MULTIUSER CAPACITY LEARNING FOR WIRELESS SCHEDULING ...... 136 Isfar Tariq ; Rajat Sen ; Gustavo De Veciana ; Sanjay Shakkottai

DISTRIBUTED SELF-ADJUSTING TREE NETWORKS...... 145 Bruna Peres ; Otavio A. De O. Souza ; Olga Goussevskaia ; Chen Avin ; Stefan Schmid

HIDEME: PRIVACY-PRESERVING PHOTO SHARING ON SOCIAL NETWORKS ...... 154 Fenghua Li ; Zhe Sun ; Ang Li ; Ben Niu ; Hui Li ; Guohong Cao

TOWARDS MEASURING QUALITY OF SERVICE IN UNTRUSTED MULTI-VENDOR SERVICE FUNCTION CHAINS: BALANCING SECURITY AND RESOURCE CONSUMPTION ...... 163 Prasanna Karthik Vairam ; Gargi Mitra ; Vignesh Manoharan ; Chester Rebeiro ; Byrav Ramamurthy ; Kamakoti

MG-WFBP: EFFICIENT DATA COMMUNICATION FOR DISTRIBUTED SYNCHRONOUS SGD ALGORITHMS ...... 172 Shaohuai Shi ; Xiaowen Chu ; Bo Li

SYNTHESIZING WIDER WIFI BANDWIDTH FOR RESPIRATION RATE MONITORING IN DYNAMIC ENVIRONMENTS...... 181 Shuyu Shi ; Yaxiong Xie ; Mo Li ; Alex X. Liu ; Jun Zhao

REAL-TIME IDENTIFICATION OF ROGUE WIFI CONNECTIONS USING ENVIRONMENT- INDEPENDENT PHYSICAL FEATURES...... 190 Pengfei Liu ; Panlong Yang ; Wen-Zhan Song ; Yubo Yan ; Xiang-Yang Li

FID: FUNCTION MODELING-BASED DATA-INDEPENDENT AND CHANNEL-ROBUST PHYSICAL- LAYER IDENTIFICATION...... 199 Tianhang Zheng ; Zhi Sun ; Kui Ren

A UNIFIED SAMPLING AND SCHEDULING APPROACH FOR STATUS UPDATE IN MULTIACCESS WIRELESS NETWORKS...... 208 Zhiyuan Jiang ; Sheng Zhou ; Zhisheng Niu ; Cheng Yu

KELLY CACHE NETWORKS...... 217 Milad Mahdian ; Armin Moharrer ; Stratis Ioannidis ; Edmund Yeh

CACHE NETWORK MANAGEMENT USING BIG CACHE ABSTRACTION ...... 226 Pariya Babaie ; Eman Ramadan ; Zhi-Li Zhang

LEARNING TO CACHE WITH NO REGRETS ...... 235 Georgios S. Paschos ; Apostolos Destounis ; Luigi Vigneri ; George Iosifidis

CAMUL: ONLINE CACHING ON MULTIPLE CACHES WITH RELAYING AND BYPASSING...... 244 Haisheng Tan ; Jiang Shaofeng H.-C. ; Zhenhua Han ; Liuyan Liu ; Kai Han ; Qinglin Zhao

ENABLING CROSS-TECHNOLOGY COEXISTENCE FOR EXTREMELY WEAK WIRELESS DEVICES...... 253 Ruirong Chen ; Wei Gao

CHANNEL INDEPENDENT WI-FI BACKSCATTER NETWORKS ...... 262 Taekyung Kim ; Wonjun Lee

INDIVIDUAL DATA PLAN IN VIRTUAL NETWORK OPERATION: A PROACTIVE MATCHING APPROACH...... 271 Zihan Wang ; Yuan Zhuang ; Zhi Wang ; Xin Wu

DEEPCOG: COGNITIVE NETWORK MANAGEMENT IN SLICED 5G NETWORKS WITH DEEP LEARNING...... 280 Dario Bega ; Marco Gramaglia ; Marco Fiore ; Albert Banchs ; Xavier Costa-Perez

FAIR RATE ALLOCATION OVER A GENERALIZED SYMMETRIC POLYMATROID WITH BOX CONSTRAINTS ...... 289 Peng-Jun Wan ; Zhu Wang ; Huaqiang Yuan ; Jinling Zhang ; Xufei Mao

LOAD BALANCING FOR INTERDEPENDENT IOT MICROSERVICES...... 298 Ruozhou Yu ; Vishnu Teja Kilari ; Guoliang Xue ; Dejun Yang

OCTANS: OPTIMAL PLACEMENT OF SERVICE FUNCTION CHAINS IN MANY-CORE SYSTEMS ...... 307 Zhilong Zheng ; Jun Bi ; Heng Yu ; Haiping Wang ; Chen Sun ; Hongxin Hu ; Jianping Wu

BOUND-BASED NETWORK TOMOGRAPHY WITH ADDITIVE METRICS...... 316 Cuiying Feng ; Luning Wang ; Kui Wu ; Jianping Wang

MEMORY FLIPPING: A THREAT TO NUMA VIRTUAL MACHINES IN THE CLOUD...... 325 Djob Mvondo ; Boris Teabe ; Alain Tchana ; Daniel Hagimont ; Noel De Palma

MEMORY/DISK OPERATION AWARE LIGHTWEIGHT VM LIVE MIGRATION ACROSS DATA- CENTERS WITH LOW PERFORMANCE IMPACT...... 334 Bin Shi ; Haiying Shen

LIVE MIGRATION ATE MY VM: RECOVERING A VIRTUAL MACHINE AFTER FAILURE OF POST- COPY LIVE MIGRATION ...... 343 Dinuni Fernando ; Jonathan Terner ; Kartik Gopalan ; Ping Yang

A HOLISTIC MODEL FOR PERFORMANCE PREDICTION AND OPTIMIZATION ON NUMA-BASED VIRTUALIZED SYSTEMS ...... 352 Jian Li ; Jianmin Qian ; Haibing Guan

EE-IOT: AN ENERGY-EFFICIENT IOT COMMUNICATION SCHEME FOR WLANS...... 361 Hossein Pirayesh ; Pedram Kheirkhah Sangdeh ; Huacheng Zeng

ORACLE: OPTIMIZED RADIO CLASSIFICATION THROUGH CONVOLUTIONAL NEURAL NETWORKS ...... 370 Kunal Sankhe ; Mauro Belgiovine ; Fan Zhou ; Shamnaz Riyaz ; Stratis Ioannidis ; Kaushik Chowdhury

ILPS: LOCAL POSITIONING SYSTEM WITH SIMULTANEOUS LOCALIZATION AND WIRELESS COMMUNICATION ...... 379 Mingyu Yang ; Li-Xuan Chuo ; Karan Suri ; Lu Liu ; Hao Zheng ; Hun-Seok Kim

GCN-GAN: A NON-LINEAR TEMPORAL LINK PREDICTION MODEL FOR WEIGHTED DYNAMIC NETWORKS...... 388 Kai Lei ; Meng Qin ; Bo Bai ; Gong Zhang ; Min Yang

OPTIMAL NETWORK CONTROL IN PARTIALLY-CONTROLLABLE NETWORKS...... 397 Qingkai Liang ; Eytan Modiano

HIERARCHICAL MULTI-RESOURCE FAIR QUEUEING FOR NETWORK FUNCTION VIRTUALIZATION...... 406 Chaoqun You

MEASUREMENTS AS FIRST-CLASS ARTIFACTS ...... 415 Paolo Laffranchini ; Luis Rodrigues ; Marco Canini ; Balachander Krishnamurthy

COMPUTING BLOCKING PROBABILITIES IN ELASTIC OPTICAL NETWORKS WITH SPECTRUM DEFRAGMENTATION...... 424 Sandeep Kumar Singh ; Admela Jukan

RTOP: OPTIMAL USER GROUPING AND SFN CLUSTERING FOR MULTIPLE EMBMS VIDEO SESSIONS ...... 433 Ahmed Khalid ; Ahmed H. Zahran ; Cormac J. Sreenan

THE SLICE IS SERVED: ENFORCING RADIO ACCESS NETWORK SLICING IN VIRTUALIZED 5G SYSTEMS...... 442 Salvatore D’Oro ; Francesco Restuccia ; Alessandro Talamonti ; Tommaso Melodia

WEIGHTED SUM-RATE MAXIMIZATION IN MULTI-CARRIER NOMA WITH CELLULAR POWER CONSTRAINT ...... 451 Lou Salaün ; Marceau Coupechoux ; Chung Shue Chen

OPTIMAL RESOURCE ALLOCATION FOR SECURE MULTI-USER WIRELESS POWERED BACKSCATTER COMMUNICATION WITH ARTIFICIAL NOISE ...... 460 Pu Wang ; Ning Wang ; Monireh Dabaghchian ; Kai Zeng ; Zheng Yan

CASA: CONGESTION AND STRETCH AWARE STATIC FAST REROUTING...... 469 Klaus-Tycho Foerster ; Yvonne-Anne Pignolet ; Stefan Schmid ; Gilles Tredan

EFFICIENT ONLINE RESOURCE ALLOCATION IN HETEROGENEOUS CLUSTERS WITH MACHINE VARIABILITY ...... 478 Huanle Xu ; Yang Liu ; Wing Cheong Lau ; Jun Guo ; Alex Liu

INT-PATH: TOWARDS OPTIMAL PATH PLANNING FOR IN-BAND NETWORK-WIDE TELEMETRY...... 487 Tian Pan ; Enge Song ; Zizheng Bian ; Xingchen Lin ; Xiaoyu Peng ; Jiao Zhang ; Tao Huang ; Bin Liu ; Yunjie Liu

ADAPTIVE PATH TRACING WITH PROGRAMMABLE BLOOM FILTERS IN SOFTWARE-DEFINED NETWORKS...... 496 Sisi Xiong ; Qing Cao ; Weisheng Si

DEEP LEARNING-BASED JOB PLACEMENT IN DISTRIBUTED MACHINE LEARNING CLUSTERS...... 505 Yixin Bao ; Yanghua Peng ; Chuan Wu

SERVICE PLACEMENT WITH PROVABLE GUARANTEES IN HETEROGENEOUS EDGE COMPUTING SYSTEMS...... 514 Stephen Pasteris ; Shiqiang Wang ; Mark Herbster ; Ting He

JOINT PLACEMENT AND ALLOCATION OF VIRTUAL NETWORK FUNCTIONS WITH BUDGET AND CAPACITY CONSTRAINTS...... 523 Gamal Sallam ; Bo Ji

ROUND-ROBIN SYNCHRONIZATION: MITIGATING COMMUNICATION BOTTLENECKS IN PARAMETER SERVERS...... 532 Chen Chen ; Wei Wang ; Bo Li

CFHIDER: CONTROL FLOW OBFUSCATION WITH INTEL SGX...... 541 Yongzhi Wang ; Yulong Shen ; Cuicui Su ; Ke Cheng ; Yibo Yang ; Anter Faree ; Yao Liu

DETECTING VULNERABLE ANDROID INTER-APP COMMUNICATION IN DYNAMICALLY LOADED CODE...... 550 Mohannad Alhanahnah ; Qiben Yan ; Hamid Bagheri ; Hao Zhou ; Yutaka Tsutano ; Witawas Srisa-An ; Xiapu Luo

DIFFERENTIALLY-PRIVATE DEEP LEARNING FROM AN OPTIMIZATION PERSPECTIVE ...... 559 Liyao Xiang ; Jingbo Yang ; Baochun Li

MAKING BIG MONEY FROM SMALL SENSORS: TRADING TIME-SERIES DATA UNDER PUFFERFISH PRIVACY...... 568 Chaoyue Niu ; Zhenzhe Zheng ; Shaojie Tang ; Xiaofeng Gao ; Fan Wu

SIMULTANEOUS BI-DIRECTIONAL COMMUNICATIONS AND DATA FORWARDING USING A SINGLE ZIGBEE DATA STREAM ...... 577 Zicheng Chi ; Yan Li ; Zhichuan Huang ; Hongyu Sun ; Ting Zhu

X-CHANT: A DIVERSE DSA BASED ARCHITECTURE FOR NEXT-GENERATION CHALLENGED NETWORKS...... 586 Vijay K. Shah ; Simone Silvestri ; Brian Luciano ; Sajal K. Das

DYNAMIC MOBILITY-AWARE INTERFERENCE AVOIDANCE FOR AERIAL BASE STATIONS IN COGNITIVE RADIO NETWORKS...... 595 Ali Rahmati ; Xiaofan He ; Ismail Guvenc ; Huaiyu Dai

EFFICIENT SYSTEMATIC TESTING OF NETWORK PROTOCOLS WITH TEMPORAL UNCERTAIN EVENTS ...... 604 Minh Vu ; Lisong Xu ; Sebastian Elbaum ; Wei Sun ; Kevin Qia

HIDE AND SEEK: A DEFENSE AGAINST OFF-SENSING ATTACK IN COGNITIVE RADIO NETWORKS ...... 613 Moinul Hossain ; Jiang Xie

HURTS TO BE TOO EARLY: BENEFITS AND DRAWBACKS OF COMMUNICATION IN MULTI-AGENT LEARNING...... 622 Parinaz Naghizadeh ; Maria Gorlatova ; Andrew S. Lan ; Mung Chiang

CONSORTIUMS OF ISP-CONTENT PROVIDERS FORMED BY NASH BARGAINING FOR INTERNET CONTENT DELIVERY ...... 631 Debasis Mitra ; Abhinav Sridhar

THROUGHPUT AND PRICING OF RIDESHARING SYSTEMS...... 640 Costas Courcoubetis ; Antonis Dimakis

CLIENT PRE-SCREENING FOR MU-MIMO IN COMMODITY 802.11AC NETWORKS VIA ONLINE LEARNING...... 649 Shi Su ; Wai-Tian Tan ; Xiaoqing Zhu ; Rob Liston

PARAMETER SELF-CONFIGURATION AND SELF-ADAPTATION IN INDUSTRIAL WIRELESS SENSOR- ACTUATOR NETWORKS ...... 658 Junyang Shi ; Mo Sha

SLICING CELL RESOURCES: THE CASE OF HTC AND MTC COEXISTENCE...... 667 Vincenzo Mancuso ; Paolo Castagno ; Matteo Sereno ; Marco Ajmone Marsan

NASCENT: TACKLING CALLER-ID SPOOFING IN 4G NETWORKS VIA EFFICIENT NETWORK- ASSISTED VALIDATION...... 676 Amit Sheoran ; Sonia Fahmy ; Chunyi Peng ; Navin Modi

TTL-BASED CLOUD CACHES ...... 685 Damiano Carra ; Giovanni Neglia ; Pietro Michiardi

COUNTERINTUITIVE CHARACTERISTICS OF OPTIMAL DISTRIBUTED LRU CACHING OVER UNRELIABLE CHANNELS ...... 694 Guocong Quan ; Jian Tan ; Atilla Eryilmaz

THE BROWSERS STRIKE BACK: COUNTERING CRYPTOJACKING AND PARASITIC MINERS ON THE WEB...... 703 Rashid Tahir ; Sultan Durrani ; Faizan Ahmed ; Hammas Saeed ; Fareed Zaffar ; Saqib Ilyas

THE CONSISTENT CUCKOO FILTER...... 712 Lailong Luo ; Deke Guo ; Ori Rottenstreich ; Richard T. B. Ma ; Xueshan Luo ; Bangbang Ren

MULTI-HOP BACKSCATTER TAG-TO-TAG NETWORKS ...... 721 Amjad Yousef Majid ; Michel Jansen ; Guillermo Ortas Delgado ; Kasim Sinan Yildirim ; Przemyslaw Pawellzak

ADAPTIVE MULTIPATH ROUTING BASED ON HYBRID DATA AND CONTROL PLANE OPERATION...... 730 Marcelo Pizzutti ; Alberto E. Schaeffer-Filho

LINK RATE SELECTION USING CONSTRAINED THOMPSON SAMPLING ...... 739 Harsh Gupta ; Atilla Eryilmaz ; R. Srikant

TASK REPLICATION FOR VEHICULAR CLOUD: CONTEXTUAL COMBINATORIAL BANDIT WITH DELAYED FEEDBACK ...... 748 Lixing Chen ; Jie Xu

CROWD-FLOW GRAPH CONSTRUCTION AND IDENTIFICATION WITH SPATIO-TEMPORAL SIGNAL FEATURE FUSION...... 757 Suining He ; Kang G. Shin

AN INTEGRATED TOP-DOWN AND BOTTOM-UP TASK ALLOCATION APPROACH IN SOCIAL SENSING BASED EDGE COMPUTING SYSTEMS ...... 766 Daniel Yue Zhang ; Dong Wang

KEYLISTERBER: INFERRING KEYSTROKES ON QWERTY KEYBOARD OF TOUCH SCREEN THROUGH ACOUSTIC SIGNALS ...... 775 Li Lu ; Jiadi Yu ; Yingying Chen ; Yanmin Zhu ; Xiangyu Xu ; Guangtao Xue ; Minglu Li

FOG-BASED DATA OFFLOADING IN URBAN IOT SCENARIOS ...... 784 Pranvera Kortoçi ; Liang Zheng ; Carlee Joe-Wong ; Mario Di Francesco ; Mung Chiang

DYNAMIC MULTICAST TRAFFIC ENGINEERING WITH EFFICIENT REROUTING FOR SOFTWARE- DEFINED NETWORKS ...... 793 Jian-Jhih Kuo ; Sheng-Hao Chiang ; Shan-Hsiang Shen ; De-Nian Yang ; Wen-Tsuen Chen

ALOE: AN ELASTIC AUTO-SCALED AND SELF-STABILIZED ORCHESTRATION FRAMEWORK FOR IOT APPLICATIONS ...... 802 Subhrendu Chattopadhyay ; Soumyajit Chatterjee ; Sukumar Nandi ; Sandip Chakraborty

HOW POWERFUL SWITCHES SHOULD BE DEPLOYED: A PRECISE ESTIMATION BASED ON QUEUING THEORY...... 811 Gengbiao Shen ; Qing Li ; Shuo Ai ; Yong Jiang ; Mingwei Xu ; Xuya Jia

EFFICIENT INDEXING MECHANISM FOR UNSTRUCTURED DATA SHARING SYSTEMS IN EDGE COMPUTING...... 820 Junjie Xie ; Chen Qian ; Deke Guo ; Minmei Wang ; Shouqian Shi ; Honghui Chen

CORKING BY FORKING: VULNERABILITY ANALYSIS OF BLOCKCHAIN ...... 829 Shengling Wang ; Chenyu Wang ; Qin Hu

TRUSTWORTHINESS INFERENCE FRAMEWORK IN THE SOCIAL INTERNET OF THINGS: A CONTEXT-AWARE APPROACH...... 838 Hui Xia ; Fu Xiao ; San-Shun Zhang ; Chun-Qiang Hu ; Xiu-Zhen Cheng

COLLABORATIVE VALIDATION OF PUBLIC-KEY CERTIFICATES FOR IOT BY DISTRIBUTED CACHING...... 847 Minmei Wang ; Chen Qian ; Xin Li ; Shouqian Shi

CODOC: A NOVEL ATTACK FOR WIRELESS RECHARGEABLE SENSOR NETWORKS THROUGH DENIAL OF CHARGE ...... 856 Chi Lin ; Zhi Shang ; Wan Du ; Jiankang Ren ; Lei Wang ; Guowei Wu

SPIN-ANTENNA: 3D MOTION TRACKING FOR TAG ARRAY LABELED OBJECTS VIA SPINNING ANTENNA ...... 865 Chuyu Wang ; Lei Xie ; Keyan Zhang ; Wei Wang ; Yanling Bu ; Sanglu Lu

TAGSHEET: SLEEPING POSTURE RECOGNITION WITH AN UNOBTRUSIVE PASSIVE TAG MATRIX ...... 874 Jia Liu ; Xingyu Chen ; Shigang Chen ; Xiulong Liu ; Yanyan Wang ; Lijun Chen

TWINLEAK: RFID-BASED LIQUID LEAKAGE DETECTION IN INDUSTRIAL ENVIRONMENTS ...... 883 Junchen Guo ; Ting Wang ; Yuan He ; Meng Jin ; Chengkun Jiang ; Yunhao Liu

TOWARDS PHYSICAL-LAYER VIBRATION SENSING WITH RFIDS ...... 892 Ping Li ; Zhenlin An ; Lei Yang ; Panlong Yang

PRICE COMPETITION WITH LTE-U AND WIFI...... 901 Xu Wang ; Randall A. Berry

INTELLIGENT EDGE-ASSISTED CROWDCAST WITH DEEP REINFORCEMENT LEARNING FOR PERSONALIZED QOE...... 910 Fangxin Wang ; Cong Zhang ; Feng Wang ; Jiangchuan Liu ; Yifei Zhu ; Haitian Pang ; Lifeng Sun

MECHANISM DESIGN FOR NETWORK UTILITY MAXIMIZATION WITH PRIVATE CONSTRAINT INFORMATION ...... 919 Meng Zhang ; Jianwei Huang

RECOMMENDING PATHS: FOLLOW OR NOT FOLLOW?...... 928 Yunpeng Li ; Costas Courcoubetis ; Lingjie Duan

CELLTRADEMAP: DELINEATING TRADE AREAS FOR URBAN COMMERCIAL DISTRICTS WITH CELLULAR NETWORKS ...... 937 Yi Zhao ; Zimu Zhou ; Xu Wang ; Tongtong Liu ; Yunhao Liu ; Zheng Yang

STATISTICAL ENRICHMENT MODELS FOR ACTIVITY INFERENCE FROM IMPRECISE LOCATION DATA...... 946 Ran He ; Jin Cao ; Lisa Zhang ; Denny Lee

ON THE DISTRIBUTION OF TRAFFIC VOLUMES IN THE INTERNET AND ITS IMPLICATIONS...... 955 Mohammed Alasmar ; George Parisis ; Richard Clegg ; Nickolay Zakhleniu

MARKET MANIPULATION OF BITCOIN: EVIDENCE FROM MINING THE MT. GOX TRANSACTION NETWORK...... 964 Weili Chen ; Jun Wu ; Zibin Zheng ; Chuan Chen ; Yuren Zhou

EVSO: ENVIRONMENT-AWARE VIDEO STREAMING OPTIMIZATION OF POWER CONSUMPTION...... 973 Kyoungjun Park ; Myungchul Kim

RECEIVER-DRIVEN VIDEO MULTICAST OVER NOMA SYSTEMS IN HETEROGENEOUS ENVIRONMENTS...... 982 Xiaoda Jiang ; Hancheng Lu ; Chang Wen Chen ; Feng Wu

TOWARDS LOW LATENCY MULTI-VIEWPOINT 360° INTERACTIVE VIDEO: A MULTIMODAL DEEP REINFORCEMENT LEARNING APPROACH ...... 991 Haitian Pang ; Cong Zhang ; Fangxin Wang ; Jiangchuan Liu ; Lifeng Sun

CBA: CONTEXTUAL QUALITY ADAPTATION FOR ADAPTIVE BITRATE VIDEO STREAMING...... 1000 Bastian Alt ; Trevor Ballard ; Ralf Steinmetz ; Heinz Koeppl ; Amr Rizk

DEEPTMA: PREDICTING EFFECTIVE CONTENTION MODELS FOR NETWORK CALCULUS USING GRAPH NEURAL NETWORKS...... 1009 Fabien Geyer ; Steffen Bondorf

DISTRIBUTED ENERGY-ADAPTIVE AGGREGATION SCHEDULING WITH COVERAGE GUARANTEE FOR BATTERY-FREE WIRELESS SENSOR NETWORKS ...... 1018 Kunyi Chen ; Hong Gao ; Zhipeng Cai ; Quan Chen ; Jianzhong Li

FAST DISTRIBUTED BACKBONE CONSTRUCTION DESPITE STRONG ADVERSARIAL JAMMING...... 1027 Yifei Zou ; Dongxiao Yu ; Libing Wu ; Jiguo Yu ; Yu Wu ; Qiang-Sheng Hua ; Francis C. M. Lau

SPACE-OPTIMAL PACKET ROUTING ON TREES ...... 1036 Boaz Patt-Shamir ; Will Rosenbaum

IF YOU DO NOT CARE ABOUT IT, SELL IT: TRADING LOCATION PRIVACY IN MOBILE CROWD SENSING...... 1045 Wenqiang Jin ; Mingyan Xiao ; Ming Li ; Linke Guo

OPTIMAL USER CHOICE ENGINEERING IN MOBILE CROWDSENSING WITH BOUNDED RATIONAL USERS ...... 1054 Merkouris Karaliopoulos ; Iordanis Koutsopoulos ; Leonidas Spiliopoulos

DYNAMIC TASK PRICING IN MULTI-REQUESTER MOBILE CROWD SENSING WITH MARKOV CORRELATED EQUILIBRIUM ...... 1063 Haiming Jin ; Hongpeng Guo ; Lu Su ; Klara Nahrstedt ; Xinbing Wang

A FLEXIBLE DISTRIBUTED OPTIMIZATION FRAMEWORK FOR SERVICE OF CONCURRENT TASKS IN PROCESSING NETWORKS...... 1072 Zai Shi ; Atilla Eryilmaz

UPDATE ALGEBRA: TOWARD CONTINUOUS, NON-BLOCKING COMPOSITION OF NETWORK UPDATES IN SDN...... 1081 Geng Li ; Y. Richard Yang ; Franck Le ; Yeon-Sup Lim ; Junqi Wang

EXPERIENCES IMPLEMENTING LIVE VM MIGRATION OVER THE WAN WITH MULTI-PATH TCP ...... 1090 Franck Le ; Erich M. Nahum

LEARNING THE OPTIMAL SYNCHRONIZATION RATES IN DISTRIBUTED SDN CONTROL ARCHITECTURES ...... 1099 Konstantinos Poularakis ; Qiaofeng Qin ; Liang Ma ; Sastry Kompella ; Kin K. Leung ; Leandros Tassiulas

LIGHTWEIGHT FLOW DISTRIBUTION FOR COLLABORATIVE TRAFFIC MEASUREMENT IN SOFTWARE DEFINED NETWORKS ...... 1108 Hongli Xu ; Shigang Chen ; Qianpiao Ma ; Liusheng Huang

SMARTLINK: EXPLOITING CHANNEL CLUSTERING EFFECTS FOR RELIABLE MILLIMETER WAVE COMMUNICATIONS...... 1117 Irmak Aykin ; Berk Akgun ; Marwan Krunz

AUTONOMOUS ENVIRONMENT MAPPING USING COMMODITY MILLIMETER-WAVE NETWORK DEVICE...... 1126 Anfu Zhou ; Shaoyuan Yang ; Yi Yang ; Yuhang Fan ; Huadong Ma

SECURE ON-SKIN BIOMETRIC SIGNAL TRANSMISSION USING GALVANIC COUPLING ...... 1135 William J. Tomlinson ; Stella Banou ; Christopher Yu ; Michele Nogueira ; Kaushik R. Chowdhury

ON THE STOCHASTIC LINK MODELING OF STATIC WIRELESS SENSOR NETWORKS IN OCEAN ENVIRONMENTS...... 1144 Alireza Shahanaghi ; Yaling Yang ; R. Michael Buehrer

COLLABORATIVE CLIENT-SIDE DNS CACHE POISONING ATTACK ...... 1153 Fatemah Alharbi ; Jie Chang ; Yuchen Zhou ; Feng Qian ; Zhiyun Qian ; Nael Abu-Ghazaleh

TOWARDS VERIFIABLE PERFORMANCE MEASUREMENT OVER IN-THE-CLOUD MIDDLEBOXES...... 1162 Xiaoli Zhang ; Huayi Duan ; Cong Wang ; Qi Li ; Jianping Wu

FS-NET: A FLOW SEQUENCE NETWORK FOR ENCRYPTED TRAFFIC CLASSIFICATION ...... 1171 Chang Liu ; Longtao He ; Gang Xiong ; Zigang Cao ; Zhen Li

NOVEL AND PRACTICAL SDN-BASED TRACEBACK TECHNIQUE FOR MALICIOUS TRAFFIC OVER ANONYMOUS NETWORKS...... 1180 Zhen Ling ; Junzhou Luo ; Danni Xu ; Ming Yang ; Xinwen Fu

PAIR-NAVI: PEER-TO-PEER INDOOR NAVIGATION WITH MOBILE VISUAL SLAM ...... 1189 Erqun Dong ; Jingao Xu ; Chenshu Wu ; Yunhao Liu ; Zheng Yang

PANDA: PLACEMENT OF UNMANNED AERIAL VEHICLES ACHIEVING 3D DIRECTIONAL COVERAGE...... 1198 Weijun Wang ; Haipeng Dai ; Chao Dong ; Xiao Cheng ; Xiaoyu Wang ; Guihai Chen ; Wanchun Dou

IMGSENSINGNET: UAV VISION GUIDED AERIAL-GROUND AIR QUALITY SENSING SYSTEM ...... 1207 Yuzhe Yang ; Zhiwen Hu ; Kaigui Bian ; Lingyang Song

BATCH READING DENSELY ARRANGED QR CODES...... 1216 Binyao Jiang ; Yisheng Ji ; Xiaohua Tian ; Xinbing Wang

D3-GUARD: ACOUSTIC-BASED DROWSY DRIVING DETECTION USING SMARTPHONES ...... 1225 Yadong Xie ; Fan Li ; Yue Wu ; Song Yang ; Yu Wang

BRUSH LIKE A DENTIST: ACCURATE MONITORING OF TOOTHBRUSHING VIA WRIST-WORN GESTURE SENSING ...... 1234 Chengwen Luo ; Xingyu Feng ; Junliang Chen ; Jianqiang Li ; Weitao Xu ; Wei Li ; Li Zhang ; Zahir Tari ; Albert Y. Zomaya

SADEEPSENSE: SELF-ATTENTION DEEP LEARNING FRAMEWORK FOR HETEROGENEOUS ON- DEVICE SENSORS IN INTERNET OF THINGS APPLICATIONS...... 1243 Shuochao Yao ; Yiran Zhao ; Huajie Shao ; Dongxin Liu ; Shengzhong Liu ; Yifan Hao ; Ailing Piao ; Shaohan Hu ; Su Lu ; Tarek F. Abdelzaher

DRL360: 360-DEGREE VIDEO STREAMING WITH DEEP REINFORCEMENT LEARNING ...... 1252 Yuanxing Zhang ; Pengyu Zhao ; Kaigui Bian ; Yunxin Liu ; Lingyang Song ; Xiaoming Li

ADDRESSING SKEWNESS IN ITERATIVE ML JOBS WITH PARAMETER PARTITION ...... 1261 Shaoqi Wang ; Wei Chen ; Xiaobo Zhou ; Sang-Yoon Chang ; Mike Ji

HETERO-EDGE: ORCHESTRATION OF REAL-TIME VISION APPLICATIONS ON HETEROGENEOUS EDGE CLOUDS ...... 1270 Wuyang Zhang ; Sugang Li ; Luyang Liu ; Zhenhua Jia ; Yanyong Zhang ; Dipankar Raychaudhuri

SERVICE PLACEMENT AND REQUEST SCHEDULING FOR DATA-INTENSIVE APPLICATIONS IN EDGE CLOUDS ...... 1279 Vajiheh Farhadi ; Fidan Mehmeti ; Ting He ; Tom La Porta ; Hana Khamfroush ; Shiqiang Wang ; Kevin Chan

DISTRIBUTED MACHINE LEARNING WITH A SERVERLESS ARCHITECTURE ...... 1288 Hao Wang ; Di Niu ; Baochun Li

SYNLIGHT: SYNTHETIC LIGHT EMISSION FOR FAST TRANSMISSION IN COTS DEVICE-ENABLED VLC...... 1297 Yanbing Yang ; Jun Luo ; Chen Chen ; Wen-De Zhong ; Liangyin Chen

ALS-P: LIGHT WEIGHT VISIBLE LIGHT POSITIONING VIA AMBIENT LIGHT SENSOR...... 1306 Zeyu Wang ; Zhice Yang ; Qianyi Huang ; Lin Yang ; Qian Zhang

UNSEENCODE: INVISIBLE ON-SCREEN BARCODE WITH IMAGE-BASED EXTRACTION ...... 1315 Hao Cui ; Huanyu Bian ; Weiming Zhang ; Nenghai Yu

TWEETING WITH SUNLIGHT: ENCODING DATA ON MOBILE OBJECTS ...... 1324 Rens Bloom ; Marco Zuniga ; Qing Wang ; Domenico Giustiniano

CG4SR: NEAR OPTIMAL TRAFFIC ENGINEERING FOR SEGMENT ROUTING WITH COLUMN GENERATION...... 1333 Mathieu Jadin ; Francois Aubry ; Pierre Schaus ; Olivier Bonaventure

JOINT CONTENT DISTRIBUTION AND TRAFFIC ENGINEERING OF ADAPTIVE VIDEOS IN TELCO- CDNS ...... 1342 Khaled Diab ; Mohamed Hefeeda

DEMAND-AWARE NETWORK DESIGN WITH MINIMAL CONGESTION AND ROUTE LENGTHS ...... 1351 Chen Avin ; Kaushik Mondal ; Stefan Schmid

DISENTANGLED NETWORK ALIGNMENT WITH MATCHING EXPLAINABILITY ...... 1360 Fan Zhou ; Zijing Wen ; Goce Trajcevski ; Kunpeng Zhang ; Ting Zhong ; Fang Liu

MAXIMUM LIFETIME ANALYTICS IN IOT NETWORKS...... 1369 Víctor Valls ; George Iosifidis ; Theodoros Salonidis

INTERFERENCE-AWARE USER GROUPING STRATEGY IN NOMA SYSTEMS WITH QOS CONSTRAINTS ...... 1378 Fengqian Guo ; Hancheng Lu ; Daren Zhu ; Hao Wu

FEDERATED LEARNING OVER WIRELESS NETWORKS: OPTIMIZATION MODEL DESIGN AND ANALYSIS...... 1387 Nguyen H. Tran ; Wei Bao ; Albert Zomaya ; Nguyen Minh N. H. ; Choong Seon Hong

A COLLABORATIVE LEARNING BASED APPROACH FOR PARAMETER CONFIGURATION OF CELLULAR NETWORKS ...... 1396 Jie Chuai ; Zhitang Chen ; Guochen Liu ; Xueying Guo ; Xiaoxiao Wang ; Xin Liu ; Chongming Zhu ; Feiyi Shen

FIGMENT: FINE-GRAINED PERMISSION MANAGEMENT FOR MOBILE APPS ...... 1405 Ioannis Gasparis ; Zhiyun Qian ; Chengyu Song ; Srikanth V. Krishnamurthy ; Rajiv Gupta ; Paul Yu

JOINT OFFLOADING DECISION AND RESOURCE ALLOCATION WITH UNCERTAIN TASK COMPUTING REQUIREMENT...... 1414 Nima Eshraghi ; Ben Liang

DYNAMIC ADAPTIVE DNN SURGERY FOR INFERENCE ACCELERATION ON THE EDGE ...... 1423 Chuang Hu ; Wei Bao ; Dan Wang ; Fengming Liu

PAIRWISE MARKOV CHAIN: A TASK SCHEDULING STRATEGY FOR PRIVACY-PRESERVING SIFT ON EDGE...... 1432 Hengrun Zhang ; Kai Zeng

ONLINE JOB SCHEDULING WITH RESOURCE PACKING ON A CLUSTER OF HETEROGENEOUS SERVERS...... 1441 Yang Liu ; Huanle Xu ; Wing Cheong Lau

ON THE POWER OF PREPROCESSING IN DECENTRALIZED NETWORK OPTIMIZATION ...... 1450 Klaus-Tycho Foerster ; Juho Hirvonen ; Stefan Schmid ; Jukka Suomela

WINNING AT THE STARTING LINE: JOINT NETWORK SELECTION AND SERVICE PLACEMENT FOR MOBILE EDGE COMPUTING...... 1459 Bin Gao ; Zhi Zhou ; Fangming Liu ; Fei Xu

ADAPTIVE USER-MANAGED SERVICE PLACEMENT FOR MOBILE EDGE COMPUTING: AN ONLINE LEARNING APPROACH...... 1468 Tao Ouyang ; Rui Li ; Xu Chen ; Zhi Zhou ; Xin Tang

PEDSS: PRIVACY ENHANCED AND DATABASE-DRIVEN DYNAMIC SPECTRUM SHARING ...... 1477 He Li ; Yaling Yang ; Yanzhi Dou ; Jung-Min Jerry Park ; Kui Ren

BOOTSTRAPPING ACCOUNTABILITY AND PRIVACY TO IPV6 INTERNET WITHOUT STARTING FROM SCRATCH ...... 1486 Lin He ; Gang Ren ; Ying Liugg

TRUSTSAS: A TRUSTWORTHY SPECTRUM ACCESS SYSTEM FOR THE 3.5 GHZ CBRS BAND ...... 1495 Mohamed Grissa ; Attila A. Yavuz ; Bechir Hamdaoui

INCENTIVIZING RELAY PARTICIPATION FOR SECURING IOT COMMUNICATION...... 1504 Xiaonan Zhang ; Pei Huang ; Linke Guo ; Mo Sha

RF-MEHNDI: A FINGERTIP PROFILED RF IDENTIFIER...... 1513 Cui Zhao ; Zhenjiang Li ; Ting Liu ; Han Ding ; Jinsong Han ; Wei Xi ; Ruowei Gui

ON IMPROVING WRITE THROUGHPUT IN COMMODITY RFID SYSTEMS...... 1522 Jia Liu ; Xingyu Chen ; Xiulong Liu ; Xiaocong Zhang ; Xia Wang ; Lijun Chen

EMBRACING TAG COLLISIONS: ACQUIRING BLOOM FILTERS ACROSS RFIDS IN PHYSICAL LAYER...... 1531 Zhenlin An ; Qiongzheng Lin ; Lei Yang ; Wei Lou

PASSIVERETRO: ENABLING COMPLETELY PASSIVE VISIBLE LIGHT LOCALIZATION FOR IOT APPLICATIONS...... 1540 Sihua Shao ; Abdallah Khreishah ; Juan Paez

CROSS-NETWORK PRIORITIZED SHARING: AN ADDED VALUE MVNO’S PERSPECTIVE...... 1549 Yining Zhu ; Haoran Yu ; Randall A. Berry ; Chang Liu

HOW TO EARN MONEY IN LIVE STREAMING PLATFORMS? — A STUDY OF DONATION-BASED MARKETS...... 1558 Ming Tang ; Jianwei Huang

A BLOCKCHAIN BASED WITNESS MODEL FOR TRUSTWORTHY CLOUD SERVICE LEVEL AGREEMENT ENFORCEMENT ...... 1567 Huan Zhou ; Xue Ouyang ; Zhijie Ren ; Jinshu Su ; Cees De Laat ; Zhiming Zhao

BURSTABLE INSTANCES FOR CLOUDS: PERFORMANCE MODELING, EQUILIBRIUM ANALYSIS, AND REVENUE MAXIMIZATION ...... 1576 Yuxuan Jiang ; Mohammad Shahrad ; David Wentzlaff ; Danny H. K. Tsang ; Carlee Joe-Wong

HIDING DATA IN PLAIN SIGHT: UNDETECTABLE WIRELESS COMMUNICATIONS THROUGH PSEUDO-NOISE ASYMMETRIC SHIFT KEYING ...... 1585 Salvatore D’Oro ; Francesco Restuccia ; Tommaso Melodia

DIFFERENTIALLY-PRIVATE INCENTIVE MECHANISM FOR CROWDSOURCED RADIO ENVIRONMENT MAP CONSTRUCTION...... 1594 Yidan Hu ; Rui Zhang

ORTHOGONALITY-SABOTAGING ATTACKS AGAINST OFDMA-BASED WIRELESS NETWORKS...... 1603 Shangqing Zhao ; Zhuo Lu ; Zhengping Luo ; Yao Liu

ROBUST AND EFFICIENT MODULATION RECOGNITION BASED ON LOCAL SEQUENTIAL IQ FEATURES...... 1612 Wei Xiong ; Petko Bogdanov ; Mariya Zheleva

HYSTERESIS-BASED ACTIVE QUEUE MANAGEMENT FOR TCP TRAFFIC IN DATA CENTERS...... 1621 Ahmed M. Abdelmoniem ; Brahim Bensaou

LARGE-SCALE NETWORK UTILITY MAXIMIZATION: COUNTERING EXPONENTIAL GROWTH WITH EXPONENTIATED GRADIENTS ...... 1630 Luigi Vigneri ; Georgios Paschos ; Panayotis Mertikopoulos

ROUTING IN BLACK BOX: MODULARIZED LOAD BALANCING FOR MULTIPATH DATA CENTER NETWORKS...... 1639 Fujie Fan ; Bing Hu ; Kwan L. Yeung

RELES: A NEURAL ADAPTIVE MULTIPATH SCHEDULER BASED ON DEEP REINFORCEMENT LEARNING...... 1648 Han Zhang ; Wenzhong Li ; Shaohua Gao ; Xiaoliang Wang ; Baoliu Ye

JOINT ANTENNA ALLOCATION AND LINK SCHEDULING IN FLEXRADIO NETWORKS...... 1657 Zhenzhi Qian ; Yang Yang ; Kannan Srinivasan ; Ness B. Shroff

POWERS MAXIMIZING PROPORTIONAL FAIRNESS AMONG POISSON BIPOLES...... 1666 Nithin S. Ramesan ; François Baccelli

A STACK-VECTOR ROUTING PROTOCOL FOR AUTOMATIC TUNNELING...... 1675 Mohamed Lamine Lamali ; Simon Lassourreuille ; Stephan Kunne ; Johanne Cohen

REAL-TIME SCHEDULING FOR EVENT-TRIGGERED AND TIME-TRIGGERED FLOWS IN INDUSTRIAL WIRELESS SENSOR-ACTUATOR NETWORKS...... 1684 Xi Jin ; Abusayeed Saifullah ; Chenyang Lu ; Peng Zeng

DISTRIBUTED LEARNING AND OPTIMAL ASSIGNMENT IN MULTIPLAYER HETEROGENEOUS NETWORKS...... 1693 Harshvardhan Tibrewal ; Sravan Patchala ; Manjesh K. Hanawal ; Sumit J. Darak

COMBINATORIAL SLEEPING BANDITS WITH FAIRNESS CONSTRAINTS ...... 1702 Fengjiao Li ; Jia Liu ; Bo Ji

BEYOND UNIFORM REVERSE SAMPLING: A HYBRID SAMPLING TECHNIQUE FOR MISINFORMATION PREVENTION...... 1711 Guangmo Tong ; Ding-Zhu Du

REGULARIZED INVERSION OF FLOW SIZE DISTRIBUTION ...... 1720 Nelson Antunes ; Vladas Pipiras ; Gonçalo Jacinto

IMPACT OF NETWORK TOPOLOGY ON THE PERFORMANCE OF DML: THEORETICAL ANALYSIS AND PRACTICAL FACTORS ...... 1729 Shuai Wang ; Dan Li ; Jinkun Geng ; Yue Gu ; Yang Cheng

ROUTING AND SPECTRUM ASSIGNMENT INTEGRATING MACHINE-LEARNING-BASED QOT ESTIMATION IN ELASTIC OPTICAL NETWORKS...... 1738 Matteo Salani ; Cristina Rottondi ; Massimo Tornatore

NO REGRET IN CLOUD RESOURCES RESERVATION WITH VIOLATION GUARANTEES...... 1747 Nikolaos Liakopoulos ; Georgios Paschos ; Thrasyvoulos Spyropoulos

ACHIEVING A FULLY-FLEXIBLE VIRTUAL NETWORK EMBEDDING IN ELASTIC OPTICAL NETWORKS...... 1756 Nashid Shahriar ; Sepehr Taeb ; Shihabur Rahman Chowdhury ; Massimo Tornatore ; Raouf Boutaba ; Jeebak Mitra ; Mahdi Hemmati

NETWORK INTERDICTION USING ADVERSARIAL TRAFFIC FLOWS ...... 1765 Xinzhe Fu ; Eytan Modiano

LOOKING GLASS OF NFV: INFERRING THE STRUCTURE AND STATE OF NFV NETWORK FROM EXTERNAL OBSERVATIONS...... 1774 Yilei Lin ; Ting He ; Shiqiang Wang ; Kevin Chan ; Stephen Pasteris

FAVE: A FAST AND EFFICIENT NETWORK FLOW AVAILABILITY ESTIMATION METHOD WITH BOUNDED RELATIVE ERROR...... 1783 Tingwei Liu ; John C. S. Lui

A NEAR OPTIMAL RELIABLE COMPOSITION APPROACH FOR GEO-DISTRIBUTED LATENCY- SENSITIVE SERVICE CHAINS ...... 1792 Dmitrii Chemodanov ; Prasad Calyam ; Flavio Esposito

BALANCING COST AND DISSATISFACTION IN ONLINE EV CHARGING UNDER REAL-TIME PRICING...... 1801 Hanling Yi ; Qiulin Lin ; Minghua Chen

COLLABORATED TASKS-DRIVEN MOBILE CHARGING AND SCHEDULING: A NEAR OPTIMAL RESULT ...... 1810 Tao Wu ; Panlong Yang ; Haipeng Dai ; Wanru Xu ; Mingxue Xu

MINIMIZING CHARGING DELAY FOR DIRECTIONAL CHARGING IN WIRELESS RECHARGEABLE SENSOR NETWORKS ...... 1819 Chi Lin ; Yanhong Zhou ; Fenglong Ma ; Jing Deng ; Lei Wang ; Guowei Wu

SELF-SUSTAINABLE SENSOR NETWORKS WITH MULTI-SOURCE ENERGY HARVESTING AND WIRELESS CHARGING...... 1828 Pengzhan Zhou ; Cong Wang ; Yuanyuan Yang

PRICING FOR REVENUE MAXIMIZATION IN IOT DATA MARKETS: AN INFORMATION DESIGN PERSPECTIVE ...... 1837 Weichao Mao ; Zhenzhe Zheng ; Fan Wu

ECONOMIC VIABILITY OF DATA TRADING WITH ROLLOVER ...... 1846 Zhiyuan Wang ; Lin Gao ; Jianwei Huang ; Biying Shou

DYNAMIC PRICING AND CAPACITY ALLOCATION OF UAV-PROVIDED MOBILE SERVICES ...... 1855 Xuehe Wang ; Lingjie Duan

AUCTION-BASED CACHE TRADING FOR SCALABLE VIDEOS IN MULTI-PROVIDER HETEROGENEOUS NETWORKS...... 1864 Behrouz Jedari ; Mario Di Francesco

CAPJACK: CAPTURE IN-BROWSER CRYPTO-JACKING BY DEEP CAPSULE NETWORK THROUGH BEHAVIORAL ANALYSIS ...... 1873 Rui Ning ; Cong Wang ; Chunsheng Xin ; Jiang Li ; Liuwan Zhu ; Hongyi Wu

LABEL-LESS: A SEMI-AUTOMATIC LABELLING TOOL FOR KPI ANOMALIES...... 1882 Nengwen Zhao ; Jing Zhu ; Rong Liu ; Dapeng Liu ; Ming Zhang ; Dan Pei

UNSUPERVISED ANOMALY DETECTION FOR INTRICATE KPIS VIA ADVERSARIAL TRAINING OF VAE...... 1891 Wenxiao Chen ; Haowen Xu ; Zeyan Li ; Dan Peiy ; Jie Chen ; Honglin Qiao ; Yang Feng ; Zhaogang Wang

ONLINE INTERNET ANOMALY DETECTION WITH HIGH ACCURACY: A FAST TENSOR FACTORIZATION SOLUTION...... 1900 Xiaocan Li ; Kun Xie ; Xin Wang ; Gaogang Xie ; Jigang Wen ; Guangxing Zhang ; Zheng Qin

APRIL: AN APPLICATION-AWARE, PREDICTIVE AND INTELLIGENT LOAD BALANCING SOLUTION FOR DATA-INTENSIVE SCIENCE...... 1909 Deepak Nadig ; Byrav Ramamurthy ; Brian Bockelman ; David Swanson

RABA: RESOURCE-AWARE BACKUP ALLOCATION FOR A CHAIN OF VIRTUAL NETWORK FUNCTIONS...... 1918 Jiao Zhang ; Zenan Wang ; Chunyi Peng ; Linquan Zhang ; Tao Huang ; Yunjie Liu

LEARNING NETWORK TRAFFIC DYNAMICS USING TEMPORAL POINT PROCESS ...... 1927 Avirup Saha ; Niloy Ganguly ; Sandip Chakraborty ; Abir De

ADJUSTING MATCHING ALGORITHM TO ADAPT TO WORKLOAD FLUCTUATIONS IN CONTENT- BASED PUBLISH/SUBSCRIBE SYSTEMS ...... 1936 Shiyou Qian ; Weichao Mao ; Jian Cao ; Frédéric Le Mouël ; Minglu Li

DOPPLER RADAR WITH IN-BAND FULL DUPLEX RADIOS...... 1945 Seyed Ali Hassani ; Karthick Parashar ; André Bourdoux ; Barend Van Liempd ; Sofie Pollin

TO CANCEL OR NOT TO CANCEL: EXPLOITING INTERFERENCE SIGNAL STRENGTH IN THE EIGENSPACE FOR EFFICIENT MIMO DOF UTILIZATION ...... 1954 Yongce Chen ; Shaoran Li ; Chengzhang Li ; Y. Thomas Hou ; Brian Jalaian

ON USER SELECTIVE EAVESDROPPING ATTACKS IN MU-MIMO: CSI FORGERY AND COUNTERMEASURE...... 1963 Sulei Wang ; Zhe Chen ; Yuedong Xu ; Qiben Yan ; Chongbin Xu ; Xin Wang

LIBEAM: THROUGHPUT-OPTIMAL COOPERATIVE BEAMFORMING FOR INDOOR VISIBLE LIGHT NETWORKS...... 1972 Nan Cen ; Neil Dave ; Emrecan Demirors ; Zhangyu Guan ; Tommaso Melodia

TDFI: TWO-STAGE DEEP LEARNING FRAMEWORK FOR FRIENDSHIP INFERENCE VIA MULTI- SOURCE INFORMATION ...... 1981 Yi Zhao ; Meina Qiao ; Haiyang Wang ; Rui Zhang ; Dan Wang ; Ke Xu ; Qi Tan

A NETWORK-CENTRIC FRAMEWORK FOR AUDITING RECOMMENDATION SYSTEMS...... 1990 Abhisek Dash ; Animesh Mukherjee ; Saptarshi Ghosh

NEURALWALK: TRUST ASSESSMENT IN ONLINE SOCIAL NETWORKS WITH NEURAL NETWORKS...... 1999 Guangchi Liu ; Chenyu Li ; Qing Yang

CALIBRATE: FREQUENCY ESTIMATION AND HEAVY HITTER IDENTIFICATION WITH LOCAL DIFFERENTIAL PRIVACY VIA INCORPORATING PRIOR KNOWLEDGE ...... 2008 Jinyuan Jia ; Neil Zhenqiang Gong

A GENERIC TECHNIQUE FOR SKETCHES TO ADAPT TO DIFFERENT COUNTING RANGES...... 2017 Tong Yang ; Jiaqi Xu ; Xilai Liu ; Peng Liu ; Lun Wang ; Jun Bi ; Xiaoming Li

MV-SKETCH: A FAST AND COMPACT INVERTIBLE SKETCH FOR HEAVY FLOW DETECTION IN NETWORK DATA STREAMS...... 2026 Lu Tang ; Qun Huang ; Patrick P. C. Lee

OPTIMAL REPRESENTATIONS OF A TRAFFIC DISTRIBUTION IN SWITCH MEMORIES...... 2035 Yaniv Sadeh ; Ori Rottenstreich ; Arye Barkan ; Yossi Kanizo ; Haim Kaplan

APPROXIMATE CLASSIFIERS WITH CONTROLLED ACCURACY...... 2044 Vitalii Demianiuk ; Kirill Kogan ; Sergey I. Nikolenko

TOWARDS PRIVACY-PRESERVING INCENTIVE FOR MOBILE CROWDSENSING UNDER AN UNTRUSTED PLATFORM ...... 2053 Zhibo Wang ; Jingxin Li ; Jiahui Hu ; Ju Ren ; Zhetao Li ; Yanjun Li

VOICEPOP: A POP NOISE BASED ANTI-SPOOFING SYSTEM FOR VOICE AUTHENTICATION ON SMARTPHONES ...... 2062 Qian Wang ; Xiu Lin ; Man Zhou ; Yanjiao Chen ; Cong Wang ; Qi Li ; Xiangyang Luo

WRISTSPY: SNOOPING PASSCODES IN MOBILE PAYMENT USING WRIST-WORN WEARABLES...... 2071 Chen Wang ; Jian Liu ; Xiaonan Guo ; Yan Wang ; Yingying Chen

NAUTH: SECURE FACE-TO-FACE DEVICE AUTHENTICATION VIA NONLINEARITY...... 2080 Xinyan Zhou ; Xiaoyu Ji ; Chen Yan ; Jiangyi Deng ; Wenyuan Xu

KEEPING CONTEXT IN MIND: AUTOMATING MOBILE APP ACCESS CONTROL WITH USER INTERFACE INSPECTION ...... 2089 Hao Fu ; Zizhan Zheng ; Sencun Zhu ; Prasant Mohapatra

A BUSINESS MODEL ANALYSIS OF MOBILE DATA REWARDS...... 2098 Haoran Yu ; Ermin Wei ; Randall A. Berry

ON OPTIMAL HYBRID PREMIUM PEERING AND CACHING PURCHASING STRATEGY OF INTERNET CONTENT PROVIDERS...... 2107 Lianjie Shi ; Xin Wang ; Ma Richard T. B.

TRANSLINK: USER IDENTITY LINKAGE ACROSS HETEROGENEOUS SOCIAL NETWORKS VIA TRANSLATING EMBEDDINGS ...... 2116 Jingya Zhou ; Jianxi Fan

LEGO-FI: TRANSMITTER-TRANSPARENT CTC WITH CROSS-DEMAPPING...... 2125 Xiuzhen Guo ; Yuan He ; Xiaolong Zheng ; Zihao Yu ; Yunhao Liu

DYNAMIC SPECTRUM MANAGEMENT IN 5G WIRELESS NETWORKS: A REAL-LIFE MODELING APPROACH...... 2134 Panagiotis Vamvakas ; Eirini Eleni Tsiropoulou ; Symeon Papavassiliou

SAS: MODELING AND ANALYSIS OF SPECTRUM ACTIVITY SURVEILLANCE IN WIRELESS OVERLAY NETWORKS...... 2143 Jie Wang ; Wenye Wang ; Cliff Wang

BIG DATA GOES SMALL: REAL-TIME SPECTRUM-DRIVEN EMBEDDED WIRELESS NETWORKING THROUGH DEEP LEARNING IN THE RF LOOP...... 2152 Francesco Restuccia ; Tommaso Melodia

DETECTING NETWORK DISRUPTIONS AT COLOCATION FACILITIES...... 2161 Alexandros Milolidakis ; Romain Fontugne ; Xenofontas Dimitropoulos

EFFICIENTLY INFERRING TOP-K ELEPHANT FLOWS BASED ON DISCRETE TENSOR COMPLETION ...... 2170 Kun Xie ; Jiazheng Tian ; Xin Wang ; Gaogang Xie ; Jigang Wen ; Dafang Zhang

DETECTING ANOMALY IN LARGE-SCALE NETWORK USING MOBILE CROWDSOURCING ...... 2179 Yang Li ; Jiachen Sun ; Wenguang Huang ; Xiaohua Tian

A PROBABILISTIC FRAMEWORK TO NODE-LEVEL ANOMALY DETECTION IN COMMUNICATION NETWORKS...... 2188 Batiste Le Bars ; Argyris Kalogeratos

PERCEIVING INTERNET ANOMALIES VIA CDN REPLICA SHIFTS...... 2197 Yihao Jia ; Aleksandar Kuzmanovic

MEASURING UPDATE PERFORMANCE AND CONSISTENCY ANOMALIES IN MANAGED DNS SERVICES ...... 2206 Zhaoyu Gao ; Arun Venkataramani

QUICK AND ACCURATE FALSE DATA DETECTION IN MOBILE CROWD SENSING ...... 2215 Kun Xie ; Xiaocan Li ; Xin Wang ; Gaogang Xie ; Dongliang Xie ; Zhenyu Li ; Jigang Wen ; Zulong Diao

STATISTICAL LEARNING OF GEOMETRIC CHARACTERISTICS OF WIRELESS NETWORKS ...... 2224 Antoine Brochard ; Bartlomiej Blaszczyszyn ; Stéphane Mallat ; Sixin Zhang

DIFFERENTIALLY-PRIVATE TWO-PARTY EGOCENTRIC BETWEENNESS CENTRALITY ...... 2233 Leyla Roohi ; Benjamin I. P. Rubinstein ; Vanessa Teague

PHDP: PRESERVING PERSISTENT HOMOLOGY IN DIFFERENTIALLY PRIVATE GRAPH PUBLICATIONS...... 2242 Tianchong Gao ; Feng Li

SMART INFORMATION SPREADING FOR OPINION MAXIMIZATION IN SOCIAL NETWORKS ...... 2251 Anuj Nayak ; Seyyedali Hosseinalipour ; Huaiyu Dai

EVOLVING KNOWLEDGE GRAPHS ...... 2260 Jiaqi Liu ; Qin Zhang ; Luoyi Fu ; Xinbing Wang ; Songwu Lu

SCHEDULING JOBS WITH RANDOM RESOURCE REQUIREMENTS IN COMPUTING CLUSTERS...... 2269 Konstantinos Psychas ; Javad Ghaderi

WHEN NETWORK MATTERS: DATA CENTER SCHEDULING WITH NETWORK TASKS...... 2278 F. Giroire ; N. Huin ; A. Tomassilli ; S. Pérennes

DEDAS: ONLINE TASK DISPATCHING AND SCHEDULING WITH BANDWIDTH CONSTRAINT IN EDGE COMPUTING...... 2287 Jiaying Meng ; Haisheng Tan ; Chao Xu ; Wanli Cao ; Liuyan Liu ; Bojie Li

MINIMUM AGE TDMA SCHEDULING...... 2296 Tung-Wei Kuo

VIRTUAL SPEED TEST: AN AP TOOL FOR PASSIVE ANALYSIS OF WIRELESS LANS...... 2305 Peshal Nayak ; Santosh Pandey ; Edward W. Knightly

SWITCHING CONSTRAINED MAX-WEIGHT SCHEDULING FOR WIRELESS NETWORKS ...... 2314 Soumya Basu ; Sanjay Shakkottai

ROBUST SCHEDULING FOR WIRELESS CHARGER NETWORKS ...... 2323 Xiaoyu Wang ; Haipeng Dai ; He Huang ; Yunhuai Liu ; Guihai Chen ; Wanchun Dou

SATISFYING NETWORK SLICING CONSTRAINTS VIA 5G MAC SCHEDULING ...... 2332 Silvio Mandelli ; Matthew Andrews ; Sem Borst ; Siegfried Klein

HYCLOUD: TWEAKING HYBRID CLOUD STORAGE SERVICES FOR COST-EFFICIENT FILESYSTEM HOSTING...... 2341 Jinlong E ; Yong Cui ; Mingkang Ruan ; Zhenhua Li ; Ennan Zhai

THE ROLE OF NETWORK TOPOLOGY FOR DISTRIBUTED MACHINE LEARNING...... 2350 Giovanni Neglia ; Gianmarco Calbi ; Don Towsley ; Gayane Vardoyan

MULTISOURCE RUMOR SPREADING WITH NETWORK CODING...... 2359 Yérom-David Bromberg ; Quentin Dufour ; Davide Frey

ACCEL: ACCELERATING THE BITCOIN BLOCKCHAIN FOR HIGH-THROUGHPUT, LOW-LATENCY APPLICATIONS...... 2368 Adiseshu Hari ; Murali Kodialam ; T. V. Lakshman

LEAP: LOCATION ESTIMATION AND PREDICTIVE HANDOVER WITH CONSUMER-GRADE MMWAVE DEVICES ...... 2377 Joan Palacios ; Paolo Casari ; Hany Assasa ; Joerg Widmer

PAMT: PHASE-BASED ACOUSTIC MOTION TRACKING IN MULTIPATH FADING ENVIRONMENTS ...... 2386 Yang Liu ; Wuxiong Zhang ; Yang Yang ; Weidong Fang ; Fei Qin ; Xuewu Dai

INCREMENTALLY-DEPLOYABLE INDOOR NAVIGATION WITH AUTOMATIC TRACE GENERATION...... 2395 Yuanchao Shu ; Zhuqi Li ; Börje Karlsson ; Yiyong Lin ; Thomas Moscibroda ; Kang Shin

AUTOMATING CSI MEASUREMENT WITH UAVS: FROM PROBLEM FORMULATION TO ENERGY- OPTIMAL SOLUTION...... 2404 Sixu Piao ; Zhongjie Ba ; Lu Su ; Dimitrios Koutsonikolas ; Shi Li ; Kui Ren

PERFORMANCE ANALYSIS OF ONLINE SOCIAL PLATFORMS...... 2413 Anastasios Giovanidis ; Bruno Baynat ; Antoine Vendeville

AGE OPTIMAL INFORMATION GATHERING AND DISSEMINATION ON GRAPHS ...... 2422 Vishrant Tripathi ; Rajat Talak ; Eytan Modiano

COMPRESSED DISTRIBUTED GRADIENT DESCENT: COMMUNICATION-EFFICIENT CONSENSUS OVER NETWORKS...... 2431 Xin Zhang ; Jia Liu ; Zhengyuan Zhu ; Elizabeth S. Bentley

DATA-INTENSIVE ROUTING IN DELAY-TOLERANT NETWORKS...... 2440 Kazuya Sakai ; Min-Te Sun ; Wei-Shinn Ku

ADAPTIVE INTERFERENCE-AWARE VNF PLACEMENT FOR SERVICE-CUSTOMIZED 5G NETWORK SLICES ...... 2449 Qixia Zhang ; Fangming Liu ; Chaobing Zeng

FASTER PLACEMENT OF VIRTUAL MACHINES THROUGH ADAPTIVE CACHING ...... 2458 Gil Einziger ; Maayan Goldstein ; Yaniv Sa’Ar

WIRELESS AND COMPUTING RESOURCE ALLOCATION FOR SELFISH COMPUTATION OFFLOADING IN EDGE COMPUTING...... 2467 Sladana Jošilo ; György Dán

AGE OF INFORMATION-AWARE SCHEDULING FOR TIMELY AND SCALABLE INTERNET OF THINGS APPLICATIONS...... 2476 Lorenzo Corneo ; Christian Rohner ; Per Gunningberg

SEARCH IN MY WAY: PRACTICAL OUTSOURCED IMAGE RETRIEVAL FRAMEWORK SUPPORTING UNSHARED KEY...... 2485 Xiangyu Wang ; Jianfeng Ma ; Ximeng Liu ; Yinbin Miao

STRONGLY SECURE AND EFFICIENT RANGE QUERIES IN CLOUD DATABASES UNDER MULTIPLE KEYS ...... 2494 Ke Cheng ; Yulong Shen ; Yongzhi Wang ; Liangmin Wang ; Jianfeng Ma ; Xionghong Jiang ; Cuicui Su

HARDENING DATABASE PADDING FOR SEARCHABLE ENCRYPTION...... 2503 Lei Xu ; Xingliang Yuan ; Cong Wang ; Qian Wang ; Chungen Xu

BEYOND INFERRING CLASS REPRESENTATIVES: USER-LEVEL PRIVACY LEAKAGE FROM FEDERATED LEARNING...... 2512 Zhibo Wang ; Mengkai Song ; Zhifei Zhang ; Yang Song ; Qian Wang ; Hairong Qi

A PRACTICAL UNDERLAY SPECTRUM SHARING SCHEME FOR COGNITIVE RADIO NETWORKS ...... 2521 Pedram Kheirkhah Sangdeh ; Hossein Pirayesh ; Huacheng Zeng ; Hongxiang Li

ENTRAPMENT FOR WIRELESS EAVESDROPPERS...... 2530 Song Fang ; Tao Wang ; Yao Liu ; Shangqing Zhao ; Zhuo Lu

NOMAD: AN EFFICIENT CONSENSUS APPROACH FOR LATENCY-SENSITIVE EDGE-CLOUD APPLICATIONS...... 2539 Zijiang Hao ; Shanhe Yi ; Qun Li

A DISTRIBUTED ORCHESTRATION ALGORITHM FOR EDGE COMPUTING RESOURCES WITH GUARANTEES ...... 2548 Gabriele Castellano ; Flavio Esposito ; Fulvio Risso

A TRUTHFUL FPTAS MECHANISM FOR EMERGENCY DEMAND RESPONSE IN COLOCATION DATA CENTERS ...... 2557 Jianhai Chen ; Deshi Ye ; Shouling Ji ; Qinming He ; Yang Xiang ; Zhenguang Liu

AN ONLINE MARKET MECHANISM FOR EDGE EMERGENCY DEMAND RESPONSE VIA CLOUDLET CONTROL ...... 2566 Shutong Chen ; Lei Jiao ; Lin Wang ; Fangming Liu

OFM: AN ONLINE FISHER MARKET FOR CLOUD COMPUTING...... 2575 Abhinandan S. Prasad ; Mayutan Arumaithurai ; David Koll ; Yuming Jiang ; Xiaoming Fu

SERVICE SCHEDULING FOR BERNOULLI REQUESTS AND QUADRATIC COST ...... 2584 Ramya Burra ; Chandramani Singh ; Joy Kuri

Author Index