IEEE/ACM International Symposium on Quality of Service
24-25 June 2019 // Phoenix, Arizona, USA

Program

The full program for the 2-day symposium is provided here. All events take place in Room 223, North Building at the Phoenix Convention Center, unless noted otherwise.

Monday, June 24, 2019

Keynote Talk (8:30am-9:30am) at 223, North Building

Resource Provisioning with Deep Reinforcement Learning

Prof. Baochun Li (University of Toronto, Canada)

Session 1: Learning-based Methods (9:30am-11:00am) at 223, North Building

Session Chair: Guoliang Xue (Arizona State University, USA)

  • “NFVdeep: Adaptive Online Service Function Chain Deployment with Deep Reinforcement Learning”
    Yikai Xiao, Qixia Zhang and Fangming Liu (Huazhong University of Science and Technology, P.R. China); Jia Wang (Hong Kong Polytechnic University, Hong Kong); Miao Zhao (The Hong Kong Polytechnic University, Hong Kong); Zhongxing Zhang and Jiaxing Zhang (Huazhong University of Science and Technology, P.R. China)
  • “Chic: Experience-driven Scheduling in Machine Learning Clusters”
    Yifan Gong, Baochun Li and Ben Liang (University of Toronto, Canada); Zheng Zhan (Syracuse University, USA)
  • “ML Defense: Against Prediction API Threats in Cloud-Based Machine Learning Service”
    Jiahui Hou and Jianwei Qian (Illinois Institute of Technology, USA); Yu Wang (University of North Carolina at Charlotte, USA); Xiang-Yang Li (University of Science and Technology of China, P.R. China); Haohua Du and Linlin Chen (Illinois Institute of Technology, USA)
  • “Encrypted Traffic Classification of Decentralized Applications on Ethereum using Feature Fusion”
    Meng Shen (Beijing Institute of Technology, P.R. China); Jinpeng Zhang (Beijing Institute of Tchnology, P.R. China); Liehuang Zhu (Beijing Institute of Technology, P.R. China); Ke Xu (Tsinghua University, P.R. China); Xiaojiang Du (Temple University, USA); Yiting Liu (Beijing Institute of Technology, P.R. China)
  • “ATMPA: A Novel Attacking Method on Machine Learning-based Malware Visualization Detection via Adversarial Example”
    Xinbo Liu, Jiliang Zhang, Yaping Lin and He Li (Hunan University, P.R. China)
  • “LEAP: Learning-Based Smart Edge with Caching and Prefetching for Adaptive Video Streaming”
    Wanxin Shi (Tsinghua University); Qing Li (Southern University of Science and Technology, P.R. China); Chao Wang (University of Tsinghua, P.R. China); Gengbiao Shen (Tsinghua University, P.R. China); Weichao Li and Yu Wu (Southern University of Science and Technology, P.R. China); Yong Jiang (Graduate School at Shenzhen, Tsinghua University, P.R. China)

Lunch (11:00am-2:00pm)

 

Session 2: Edge Computing and SDN (2:00pm-3:30pm) at 223, North Building

Chair: Kuai Xu (Arizona State University, USA)

  • “RetroFlow: Maintaining Control Resiliency and Flow Programmability for Software-Defined WANs”
    Zehua Guo (University of Minnesota, USA); Wendi Feng (Beijing University of Posts and Telecommunications, P.R. China); Sen Liu (Central South University, P.R. China); Wenchao Jiang (University of Minnesota, USA); Yang Xu (Fudan University, P.R. China); Zhi-Li Zhang (University of Minnesota, USA)
  • “Multidimensional Behavioral Profiling of Internet-of-Things in Edge Networks”
    Kuai Xu, Yinxin Wan, Guoliang Xue and Feng Wang (Arizona State University, USA)
  • “Dependent Task Placement and Scheduling with Function Configuration in Edge Computing”
    Liuyan Liu and Haisheng Tan (University of Science and Technology of China, P.R. China); Shaofeng H.-C. Jiang (Weizmann Institute of Science, Israel); Zhenhua Han (The University of Hong Kong, P.R. China); Xiang-Yang Li (University of Science and Technology of China, P.R. China); Hong Huang (University of Goettingen, Germany)
  • “Litedge: Towards Light-weight Edge Computing for Efficient Wireless Surveillance System”
    Yutong Liu, Linghe Kong and Muhammad Hassan (Shanghai Jiao Tong University, P.R. China); Long Cheng (Clemson University, USA); Guangtao Xue and Guihai Chen (Shanghai Jiao Tong University, P.R. China)
  • “Characterizing and Orchestrating NFV-Ready Servers for Efficient Edge Data Processing”
    Lu Zhang, Chao Li and Pengyu Wang (Shanghai Jiao Tong University, P.R. China); Yunxin Liu (Microsoft Research Asia, P.R. China); Quan Chen (Shanghai Jiao Tong University, P.R. China); Yang Hu (University of Texas at Dallas, USA); Minyi Guo (Shanghai Jiao Tong University, P.R. China)
  • “Predictive Switch-Controller Association and Control Devolution for SDN Systems”
    Xi Huang, Simeng Bian and Ziyu Shao (ShanghaiTech University, P.R. China); Hong Xu (City University of Hong Kong, Hong Kong)

Coffe Break (3:30pm-4:00pm)

 

Session 3: Mobile and Wireless Networks (4:00pm-5:30pm) at 223, North Building

Chair: Dan Wang (Hong Kong Polytechnic University, Hong Kong)

  • “Selecting Optimal Mobile Users for Long-term Environmental Monitoring by Crowdsourcing”
    Juan Li (Shanghai Jiao Tong University, P.R. China); Jie Wu (Temple University, USA); Yanmin Zhu (Shanghai Jiao Tong University, P.R. China)
  • “Variety Matters: A New Model for the Wireless Data Market under Sponsored Data Plans”
    Yi Zhao and Hui Su (Tsinghua University, P.R. China); Liang Zhang (JD.com); Dan Wang (The Hong Kong Polytechnic University, Hong Kong); Ke Xu (Tsinghua University, P.R. China)
  • “mmHandover: A Pre-Connection based Handover Protocol for 5G Millimeter Wave Vehicular Networks”
    Xiong Wang, Linghe Kong, Wu Jintao, Hang Wang, Xiaofeng Gao and Guihai Chen (Shanghai Jiao Tong University, P.R. China)
  • “WiCAR: WiFi-based in-Car Activity Recognition with Multi-Adversarial Domain Adaptation”
    Fangxin Wang and Jiangchuan Liu (Simon Fraser University, Canada); Wei Gong (University of Science and Technology of China, P.R. China)
  • “Balancing of the Quality-of-Service, Energy and Revenue of Base Stations in Wireless Networks via Tullock Contests”
    Lei Liu and Song Xu (Shandong University, P.R. China); Jia Hu (University of Exeter, United Kingdom (Great Britain)); Lizhen Cui (Shandong University, P.R. China); Geyong Min (University of Exeter, United Kingdom (Great Britain))
  • “An Empirical Study of Mobile Network Behavior and Application Performance in the Wild”
    Shiwei Zhang and Weichao Li (Southern University of Science and Technology, P.R. China); Daoyuan Wu (Singapore Management University, Singapore); Bo Jin (Southern University of Science and Technology, P.R. China); Rocky Chang (The Hong Kong Polytechnic University, Hong Kong); Debin Gao (Singapore Management University, Singapore); Yi Wang (Tsinghua University, P.R. China); Ka Pui Mok (University of California, San Diego & CAIDA, USA)

Banquet (6:00pm-9:00pm) Room 106AB at the Convention Center

Tuesday, June 25, 2019

Session 4: Security and Privacy (8:20am-9:50am) at 223, North Building

Chair: Baochun Li (University of Toronto, Canada)

  • “Secure Indoor Positioning against Signal Strength Attacks via Optimized Multi-Voting”
    Yunzhi Li, Yidan Hu and Rui Zhang (University of Delaware, USA); Yanchao Zhang and Terri Hedgpeth (Arizona State University, USA)
  • “Towards Privacy-Preserving Data Trading for Web Browsing History”
    Hui Cai (Shanghai Jiao Tong University, P.R. China); Fan Ye and Yuanyuan Yang (Stony Brook University, USA); Yanmin Zhu (Shanghai Jiao Tong University, P.R. China); Jie Li (Shanghai Jiaotong University, P.R. China)
  • “Private Ride Request for Online Ride Hailing Service with Secure Hardware Enclave”
    Yuchuan Luo (National University of Defense Technology, P.R. China); Xiaohua Jia, Huayi Duan and Cong Wang (City University of Hong Kong, Hong Kong); Ming Xu and Shaojing Fu (National University of Defense Technology, P.R. China)
  • “A Game Theoretic Analysis on Block Withholding Attacks Using the Zero-Determinant Strategy”
    Qin Hu (IUPUI, USA); Shengling Wang (Beijing Normal University, P.R. China); Xiuzhen Cheng (George Washington Univ, USA)
  • “SocialDistance: How Far Are You from Verified Users in Online Social Media?”
    Ang Li, Tao Li, Yan Zhang, Lili Zhang and Yanchao Zhang (Arizona State University, USA)
  • “MixGeo: Efficient Secure Range Queries on Encrypted Dense Spatial Data in the Cloud”
    Ruoyang Guo (Renmin University of China, P.R. China); Bo Qin (Universitat Rovira i Virgili, Spain); Yuncheng Wu, Ruixuan Liu, Hong Chen and Cuiping Li (Renmin University of China, P.R. China)

 

Session 5: Emerging Topics (9:50am-11:20am) at 223, North Building

Chair: Yanchao Zhang (Arizona State University, USA)

  • “Orchestrating Service Chain Deployment with Plutus in Next Generation Cellular Core”
    Jiaqi Zheng (Nanjing University, P.R. China); Qiufang Ma (NanJing University, P.R. China); Chen Tian (Nanjing University, P.R. China); Haipeng Dai (Nanjing University & State Key Laboratory for Novel Software Technology, P.R. China); Wei Zhang (The George Washington University, USA); Guihai Chen (Shanghai Jiao Tong University, P.R. China); Gong Zhang (Huawei Research, P.R. China)
  • “DaRTree: Deadline-aware Multicast Transfers in Reconfigurable Wide-Area Networks”
    Long Luo (University of Electronic Science and Technology of China, P.R. China); Klaus-Tycho Foerster and Stefan Schmid (University of Vienna, Austria); Hongfang Yu (University of Electronic Science and Technology of China, P.R. China)
  • “Elastic, Geo-Distributed RAFT”
    Zichen Xu (Nanchang University, P.R. China); Christopher Stewart (The Ohio State University, USA); Jiacheng Huang (Nanchang University, P.R. China)
  • “No-Jump-into-Latency in China’s Internet! Toward Last-Mile Hop Count Based IP Geo-localization”
    Chong Xiang and Xinyu Wang (Shanghai Jiao Tong University, P.R. China); Qingrong Chen (University of Illinois at Urbana-Champaign, USA); Minhui Xue (The University of Adelaide, Australia); Zhaoyu Gao (University of Massachusetts Amherst, USA); Haojin Zhu and Cailian Chen (Shanghai Jiao Tong University, P.R. China); Qiuhua Fan (RTBAsia, P.R. China)
  • “FAST: Enabling Fast Software/Hardware Prototype for Network Experimentation”
    Xiangrui Yang (National University of Defense Technology, P.R. China); Zhigang Sun (National Unversity of Defense Technology, P.R. China); Junnan Li and Yan Jinli (National University of Defense Technology, P.R. China); Tao Li (National University of Defense Technolgoy, P.R. China); Wei Quan (National University of Defense Technology, P.R. China); Xu Donglai (HuNan Xperis Network, P.R. China); Gianni Antichi (Queen Mary University of London, United Kingdom (Great Britain))
  • “Mechanism Design for Cross-Market Task Crowdsourcing”
    Yu Qiao, Jun Wu, Lei Zhang and Chong-Jun Wang (Nanjing University, P.R. China)

Lunch (11:20am-2:00pm)

 

Session 6: Measurements and Testing (2:00pm-3:30pm) at 223, North Building

Chair: Fangming Liu (Huazhong University of Science and Technology, P.R. China), Rui Zhang (University of Delaware, USA)

  • “Trigger Relationship Aware Mobile Traffic Classification”
    Heyi Tang, Yong Cui and Jianping Wu (Tsinghua University, P.R. China); Xiaowei Yang (Duke University, USA); Zhenjie Yang (Tsinghua University, P.R. China)
  • “P4Tester: Efficient Runtime Rule Fault Detection for Programmable Data Planes”
    Yu Zhou, Jun Bi, Yunsenxiao Lin, Yangyang Wang, Dai Zhang, Zhaowei Xi, Jiamin Cao and Chen Sun (Tsinghua University, P.R. China)
  • “Understanding I/O Performance of IPFS Storage: A Client’s Perspective”
    Jiajie Shen and Yi Li (Fudan University, P.R. China); Yangfan Zhou (The Chinese University of Hong Kong, Hong Kong); Xin Wang (Fudan University, P.R. China)
  • “CoFlux: Robustly Correlating KPIs by Fluctuations for Service Troubleshooting”
    Ya Su, Youjian Zhao and Wentao Xia (Tsinghua University, P.R. China); Rong Liu (Stevens Institute of Technology, USA); Jiahao Bu and Jing Zhu (Tsinghua University, P.R. China); Yuanpu Cao (Nankai University, P.R. China); Haibin Li (Tsinghua University & National University of Defense Technology, P.R. China); Chenhao Niu (Tsinghua University, P.R. China); Yiyin Zhang and Zhaogang Wang (Alibaba Group, P.R. China); Dan Pei (Tsinghua University, P.R. China)
  • “Evaluating Performance and Inefficient Routing of an Anycast CDN”
    JingAn Xue (Huawei Technologies, P.R. China); Weizhen Dang (Tsinghua University, P.R. China); Haibo Wang (TsingHua University, P.R. China); Jilong Wang and Hui Wang (Tsinghua University, P.R. China)
  • “Who Limits the Resource Efficiency of My Datacenter: An Analysis of Alibaba Datacenter Traces”
    Jing Guo and Zihao Chang (Institute of Computing Technology, P.R. China); Sa Wang (Institute of Computing Technology, Chinese Academy of Sciences, P.R. China); Haiyang Ding, Yihui Feng and Liang Mao (Alibaba Inc., P.R. China); Yungang Bao (ICT, CAS, P.R. China)

Coffe Break (3:30pm-4:00pm)

 

Session 7: Performance (4:00pm-5:30pm) at 223, North Building

Chair: Rui Zhang (University of Delaware, USA)

  • “NEIVA: Environment Identification based Video Bitrate Adaption in Cellular Networks”
    Chunyu Qiao, Gen Li and Jiliang Wang (Tsinghua University, P.R. China); Yunhao Liu (Tsinghua University & Michigan State University)
  • “NB-Cache: Non-Blocking In-Network Caching for High-Speed Content Routers”
    Tian Pan, Xingchen Lin and Jiao Zhang (Beijing University of Posts and Telecommunications, P.R. China); Hao Li (Xi’an Jiaotong University, P.R. China); Jianhui Lv (Huawei, P.R. China); Tao Huang (Beijing University of Posts and Telecommunications, P.R. China); Bin Liu (Tsinghua University, P.R. China); Beichuan Zhang (University of Arizona, USA)
  • “Branch Scheduling: DAG-Aware Scheduling for Speeding up Data-Parallel Jobs”
    Zhiyao Hu (National University of Defense Technology, P.R. China); Dongsheng Li (School of Computer, National University of Defense Technology, P.R. China); Yiming Zhang (National University of Defence Technology, P.R. China); Deke Guo (National University of Defense Technology, P.R. China); Ziyang Li (National University of Defence Technology, P.R. China)
  • “LOSC: Efficient Out-of-Core Graph Processing with Locality-optimized Subgraph Construction”
    Xianghao Xu (Huazhong University of Science and Technology, P.R. China); Fang Wang (Wuhan National Laboratory for Optoelectronics, P.R. China); Hong Jiang (University of Texas at Arlington, USA); Yongli Cheng (FuZhou University, P.R. China); Yu Hua and Dan Feng (Huazhong University of Science and Technology, P.R. China); Yongxuan Zhang (Huazhong University of Science & Technology, P.R. China)
  • “Chunk-Level Request-Grant-Transfer Mode for QoE-Sensitive Video Delivery in CDN”
    Gengbiao Shen (Tsinghua University, P.R. China); Qing Li (Southern University of Science and Technology, P.R. China); Yong Jiang (Graduate School at Shenzhen, Tsinghua University, P.R. China); Richard Sinnott (University of Melbourne, Australia); Dong Lin (Southern University of Science and Technology, P.R. China); Zehua Guo (University of Minnesota, USA); Yi Wang (Tsinghua University, P.R. China)
  • “Proactive Inter-Datacenter Multicast with Realtime and Bulk Transfers”
    Mahdi Dolati (University of Tehran, Iran & University of Calgary, Canada); Majid Ghaderi (University of Calgary, Canada); Ahmad Khonsari (University of Tehran, Iran)