IEEE/ACM International Symposium on Quality of Service
25–28 June 2021 // Virtual Conference

Accepted Paper List

Following is the list of 64 accepted IWQoS 2021 full papers.

# Title Authors with affiliation and country
1 Privacy-Preserving Optimal Recovering for the Nearly Exhausted Payment Channels Minze Xu, Yuan Zhang, Fengyuan Xu and Sheng Zhong (Nanjing University, China)
2 ASAP: Anti-Spoofing Aphorism using Path-analysis Eric Muhati and Danda B. Rawat (Howard University, USA)
3 LightNF: Simplifying Network Function Offloading in Programmable Networks Xiang Chen (Peking University, Pengcheng Lab, and Fuzhou University, China); Qun Huang (Peking University, China); Wang Peiqiao (Fuzhou China, China); Zili Meng (Tsinghua University, China); Hongyan Liu (Zhejiang University, China); Yuxin Chen (University of Science and Technology of China, China); Dong Zhang (Fuzhou University, China); Haifeng Zhou (Zhejiang University, China); Boyang Zhou (Zhejiang Lab, China); Chunming Wu (College of Computer Science, Zhejiang University, China)
4 Supporting Flow-Cardinality Queries with O(1) Time Complexity in High-speed Networks Qingjun Xiao (SouthEast University of China, China); Xiongqin Hu (Southeast University, China); Shigang Chen (University of Florida, USA)
5 Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification Kelong Mao (Tsinghua University, China); Xi Xiao (Graduate School at Shenzhen, Tsinghua University, China); Guangwu Hu (Shenzhen Institute of Information Technology, China); Xiapu Luo (The Hong Kong Polytechnic University, Hong Kong); Bin Zhang (Peng Cheng Laboratory, China); Shutao Xia (Tsinghua University, China)
6 Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs Meng Shen and MingHui Wang (Beijing Institute of Technology, China); Ke Xu (Tsinghua University, China); Liehuang Zhu (Beijing Institute of Technology, China)
7 CUP: Cellular Ultra-light Probe-based Available Bandwidth Estimation Lixing Song (Rose-Hulman Institute of Technology, USA); Emir Halepovic (AT&T Labs – Research, USA); Alamin Mohammed and Aaron D Striegel (University of Notre Dame, USA)
8 Isolayer: The Case for an IoT Protocol Isolation Layer Jiamei Lv, Gonglong Chen and Wei Dong (Zhejiang University, China)
9 A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV Nan He, Song Yang and Fan Li (Beijing Institute of Technology, China); Stojan Trajanovski (Microsoft, United Kingdom (Great Britain)); Fernando A. Kuipers (Delft University of Technology, The Netherlands); Xiaoming Fu (University of Goettingen, Germany)
10 Differential Privacy-Preserving User Linkage across Online Social Networks Xin Yao (Central South University & Arizona State University, China); Rui Zhang (University of Delaware, USA); Yanchao Zhang (Arizona State University, USA)
11 EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of Threads Teng Li, Zhiyuan Xu, Jian Tang and Kun Wu (Syracuse University, USA); Yanzhi Wang (Northeastern University, USA)
12 No Wait, No Waste: A Novel and Efficient Coordination Algorithm for Multiple readers in RFID Systems Qiuying Yang and Xuan Liu (Hunan University, China); Song Guo (The Hong Kong Polytechnic University, Hong Kong)
13 Understanding and Improving User Engagement in Adaptive Video Streaming Chunyu Qiao and Jiliang Wang (Tsinghua University, China); Yanan Wang (IQIYI Science & Technology Co., Ltd., China); Yunhao Liu (Tsinghua University & The Hong Kong University of Science and Technology, China); Hu Tuo (IQIYI Science & Technology Co., Ltd., China)
14 FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models Gaoyang Liu and Xiaoqiang Ma (Huazhong University of Science and Technology, China); Yang Yang (Hubei University, China); Chen Wang (Huazhong University of Science and Technology, China); Jiangchuan Liu (Simon Fraser University, Canada)
15 Charging on the Move: Scheduling Static Chargers with Tunable Power for Mobile Devices Tao Wu (National University of Defense Technology, China); Panlong Yang (University of Science and Technology of China, China); Haipeng Dai (Nanjing University & State Key Laboratory for Novel Software Technology, China)
16 Time-expanded Method Improving Throughput in Dynamic Renewable Networks Jianhui Zhang, Siqi Guan and Jiacheng Wang (Hangzhou Dianzi University, China); Liming Liu (Hangzhou Dianzi  University, China); Hanxiang Wang (Hangzhou Dianzi University, China); Feng Xia (Federation University Australia, Australia)
17 Practical Root Cause Localization for Microservice Systems via Trace Analysis Zeyan Li (Tsinghua University, China); Junjie Chen (Tianjin University, China); Rui Jiao and Nengwen Zhao (Tsinghua University, China); Zhijun Wang, Shuwei Zhang, Yanjun Wu, Long Jiang and Leiqin Yan (China Minsheng Bank, China); Zikai Wang (Bizseer, China); Zhekang Chen (BizSeer, China); Wenchi Zhang (Bizseer Technology Co., Ltd., China); Xiaohui Nie (Tsinghua University, China); Kaixin Sui (Bizseer Technology Co., Ltd., China); Dan Pei (Tsinghua University, China)
18 FedACS: Federated Skewness Analytics in Heterogeneous Decentralized Data Environments Zibo Wang and Yifei Zhu (Shanghai Jiao Tong University, China); Dan Wang (The Hong Kong Polytechnic University, Hong Kong); Zhu Han (University of Houston, USA)
19 A Proactive Failure Tolerant Mechanism for SSDs Storage Systems based on Unsupervised Learning Hao Zhou, Zhiheng Niu, Gang Wang and Xiaoguang Liu (Nankai University, China); Dongshi Liu, Bingnan Kang, Hu Zheng and Yong Zhang (Huawei, China)
20 Secure Outsourced Top-$k$ Selection Queries against Untrusted Cloud Service Providers Xixun Yu (Xidian University, China & University of Delaware, USA); Yidan Hu and Rui Zhang (University of Delaware, USA); Zheng Yan (Xidian University & Aalto University, China); Yanchao Zhang (Arizona State University, USA)
21 Exploiting Outlier Value Effects in Sparse Urban CrowdSensing En Wang, Mijia Zhang, Yongjian Yang and Yuanbo Xu (Jilin University, China); Jie Wu (Temple University, USA)
22 A Multi-Objective Reinforcement Learning Perspective on Internet Congestion Control Zhenchang Xia (WUHAN University, China); Yanjiao Chen (Zhejiang University, China); Libing Wu, Yu-Cheng Chou, Zhicong Zheng and Haoyang Li (Wuhan University, China); Baochun Li (University of Toronto, Canada)
23 PQR: Prediction-supported Quality-aware Routing for Uninterrupted Vehicle Communication Wenquan Xu, Xuefeng Ji and Chuwen Zhang (Tsinghua University, China); Beichuan Zhang (University of Arizona, USA); Yu Wang (Temple University, USA); Xiaojun Wang (Dublin City University, Ireland); Yunsheng Wang (Kettering University, USA); Jianping Wang (City University of Hong Kong, Hong Kong); Bin Liu (Tsinghua University, China)
24 DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning Renhai Xu (Tianjin University, China); Wenxin Li (Tianjin University & Hong Kong University of Science and Technology); Keqiu Li and Xiaobo Zhou (Tianjin University, China); Heng Qi (Dalian University of Technology, China)
25 Computation Offloading Scheduling for Deep Neural Network Inference in Mobile Computing Yubin Duan and Jie Wu (Temple University, USA)
26 Joint D2D Collaboration and Task Offloading for Edge Computing: A Mean Field Graph Approach Xiong Wang (The Chinese University of Hong Kong, Hong Kong); Jiancheng Ye (Huawei, Hong Kong); John C.S. Lui (The Chinese University of Hong Kong, Hong Kong)
27 Secure and Scalable QoS for Critical Applications Marc Wyss, Giacomo Giuliari and Markus Legner (ETH Zürich, Switzerland); Adrian Perrig (ETH Zurich Switzerland & Carnegie Mellon University, USA)
28 IMP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System Wangqiu Zhou, Hao Zhou and Wenxiong Hua (University of Science and Technology of China, China); Fengyu Zhou (University of  Science and Technology of China, China); Xiang Cui (University of Science and Technology of China, China); Suhua Tang and Zhi Liu (The University of Electro-Communications, Japan); Xiang-Yang Li (University of Science and Technology of China, China)
29 HierTopo: Towards High-Performance and Efficient Topology Optimization for Dynamic Networks Jing Chen, Zili Meng, Yaning Guo and Mingwei Xu (Tsinghua University, China); Hongxin Hu (University at Buffalo, USA)
30 Demystifying the Relationship Between Network Latency and Mobility on High-Speed Rails: Measurement and Prediction Xiangxiang Wang and Jiangchuan Liu (Simon Fraser University, Canada); Fangxin Wang (The Chinese University of Hong Kong, Shenzhen, China); Ke Xu (Tsinghua University, China)
31 Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics Kun Wu and Yibo Jin (Nanjing University, China); Weiwei Miao (Communication Bureau, State Grid Jiangsu Electric Power Company, China); Zeng Zeng (State Grid Jiangsu Electric Power CO., LTD., China); Zhuzhong Qian, Jingmian Wang, Mingxian Zhou and Tuo Cao (Nanjing University, China)
32 ChirpMu: Chirp Based Imperceptible Information Broadcasting with Music Yu Wang, Xiaojun Zhu and Hao Han (Nanjing University of Aeronautics and Astronautics, China)
33 QoS-Aware Network Energy Optimization for Danmu Video Streaming in WiFi Networks Nan Jiang and Mehmet Can Vuran (University of Nebraska-Lincoln, USA); Sheng Wei (Rutgers University, USA); Lisong Xu (University of Nebraska-Lincoln, USA)
34 Throughput Maximization for Wireless Powered Communication: Reinforcement Learning Approaches Yanjun Li, Xiaofeng Su and Huatong Jiang (Zhejiang University of Technology, China); Chung Shue Chen (Nokia Bell Labs, France)
35 Lightning: A Practical Building Block for RDMA Transport Control Qingkai Meng and Fengyuan Ren (Tsinghua University, China)
36 Protecting Your Offloading Preference: Privacy-aware Online Computation Offloading in Mobile Blockchain Dawei Wei, Ning Xi, Jianfeng Ma and Jiayi Li (Xidian University, China)
37 EC-Scheduler: A Load-Balanced Scheduler to Accelerate the Straggler Recovery for Erasure Coded Storage Systems Xinzhe Cao, Gen Yang, Yunfei Gu and Chentao Wu (Shanghai Jiao Tong University, China); Jie Li (Shanghai Jiaotong University, China); Guangtao Xue and Minyi Guo (Shanghai Jiao Tong University, China); Yuanyuan Dong and Yafei Zhao (Alibaba Group, China)
38 FairCrowd: Fair Human Face Dataset Sampling via Batch-Level Crowdsourcing Bias Inference Ziyi Kou, Yang Zhang, Lanyu Shang and Dong Wang (University of Notre Dame, USA)
39 MASK: Practical Source and Path Verification based on Multi-AS-Key Songtao Fu, Ke Xu and Qi Li (Tsinghua University, China); Xiaoliang Wang (Capital Normal University, China); Su Yao, Guo Yangfei and Xinle Du (Tsinghua University, China)
40 Snapshot for IoT: Adaptive Measurement for Multidimensional QoS Resource Yuyu Zhao, Guang Cheng, Chunxiang Liu and Zihan Chen (Southeast University, China)
41 Drag-JDEC: A Deep Reinforcement Learning and Graph Neural Network-based Job Dispatching Model in Edge Computing Zhaoyang Yu, Wenwen Liu, Xiaoguang Liu and Gang Wang (Nankai University, China)
42 A Behavior Privacy Preserving Method towards RF Sensing Jianwei Liu (Zhejiang University & Xi’an Jiaotong University, China); Chaowei Xiao (University of Michigan, ann arbor, USA); Kaiyan Cui (Xi’an Jiaotong University & The Hong Kong Polytechnic University, China); Jinsong Han (Zhejiang University & School of Cyber Science and Technology, China); Xian Xu and Kui Ren (Zhejiang University, China); Xufei Mao (Dongguan University of Tech, China)
43 Distributed and Adaptive Traffic Engineering with Deep Reinforcement Learning Nan Geng, Mingwei Xu, Yuan Yang, Chenyi Liu, Jiahai Yang, Qi Li and Shize Zhang (Tsinghua University, China)
44 Towards Private Similarity Query based Healthcare Monitoring over Digital Twin Cloud Platform Yandong Zheng, Rongxing Lu, Yunguo Guan and Songnian Zhang (University of New Brunswick, Canada); Jun Shao (Zhejiang Gongshang University, China)
45 BCAC: Batch Classifier based on Agglomerative Clustering for traffic classification in a backbone network Hua Wu, Xiying Chen, Guang Cheng, Xiaoyan Hu and Youqiong Zhuang (Southeast University, China)
46 A Novel Proof-of-Reputation Consensus for Storage Allocation in Edge Blockchain Systems Jiarui Zhang, Yaodong Huang, Fan Ye and Yuanyuan Yang (Stony Brook University, USA)
47 Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning Meng Shen, Zhenbo Gao and Liehuang Zhu (Beijing Institute of Technology, China); Ke Xu (Tsinghua University, China)
48 Load Balancing in Heterogeneous Server Clusters: Insights From a Product-Form Queueing Model Mark van der Boor and Céline Comte (Eindhoven University of Technology, The Netherlands)
49 Towards Chain-Aware Scaling Detection in NFV with Reinforcement Learning Lin He, Lishan Li and Ying Liu (Tsinghua University, China)
50 BatFL: Backdoor Detection on Federated Learning in e-Health Binhan Xi, Shaofeng Li, Jiachun Li and Hui Liu (Shanghai Jiao Tong University, China); Hong Liu (East China Normal University, China); Haojin Zhu (Shanghai Jiao Tong University, China)
51 wCompound: Enhancing Performance of Multipath Transmission in High-speed and Long Distance Networks Rui Zhuang, Yitao Xing, Wenjia Wei, Yuan Zhang, Jiayu Yang and Kaiping Xue (University of Science and Technology of China, China)
52 Glint: Decentralized Federated Graph Learning with Traffic Throttling and Flow Scheduling Tao Liu and Peng Li (The University of Aizu, Japan); Yu Gu (Hefei University of Technology, China)
53 Helm: Credit-based Data Center Congestion Control to Achieve Near Global-Optimal SRTF Jiao Zhang and Jiaming Shi (Beijing University of Posts and Telecommunications, China); Yuxuan Gao (BUPT, China); Yunjie Liu (Beijing University of Posts and Telecommunications, China)
54 When Virtual Network Operator Meets E-Commerce Platform: Advertising via Data Reward Qi Cheng and Hangguan Shan (Zhejiang University, China); Weihua Zhuang (University of Waterloo, Canada); Tony Q. S. Quek (Singapore University of Technology and Design, Singapore); Zhaoyang Zhang (Zhejiang University, China)
55 AIR: An AI-based TCAM Entry Replacement Scheme for Routers Yuchao Zhang and Peizhuang Cong (Beijing University of Posts and Telecommunications, China); Bin Liu (Tsinghua University, China); Wendong Wang (Beijing University of Posts and Telecommunications, China); Ke Xu (Tsinghua University, China)
56 Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization Andong Zhu and Deze Zeng (China University of Geosciences, China); Lin Gu (Huazhong University of Science and Technology, China); Peng Li (The University of Aizu, Japan); Quan Chen (Shanghai Jiao Tong University, China)
57 Stateful-BBR – An Enhanced TCP for Emerging High-Bandwidth Mobile Networks Lingfeng Guo (Chinese University of Hong Kong, Hong Kong); Yan Liu and Wenzheng Yang (Tencent, China); Yuming Zhang and Jack Y. B. Lee (The Chinese University of Hong Kong, Hong Kong)
58 Optimizing Federated Learning on Device Heterogeneity with A Sampling Strategy Xiaohui Xu, Sijing Duan, Jinrui Zhang, Yunzhen Luo and Deyu Zhang (Central South University, China)
59 Accelerating Transactions Relay in Blockchain Networks via Reputation Mengqian Zhang (Shanghai Jiao Tong University, China); Yukun Cheng (Suzhou University of Science and Technology, China); Xiaotie Deng (Peking University, China); Bo Wang and Jan Xie (Cryptape Technology Co., Ltd., China); Yuanyuan Yang and Jiarui Zhang (Stony Brook University, USA)
60 Eunomia: Efficiently Eliminating Abnormal Results in Distributed Stream Join Systems Jie Yuan (Huazhong University of Science and Technology, China); Yonghui Wang (Huazhong University of Science and Technoledge, China); Hanhua Chen, Hai Jin and Haikun Liu (Huazhong University of Science and Technology, China)
61 Optimizing Quality of Experience for Long-Range UAS Video Streaming Russell Shirey (Purdue University & US Air Force, USA); Sanjay Rao and Shreyas Sundaram (Purdue University, USA)
62 Neuron Manifold Distillation for Edge Deep Learning Zeyi Tao (William and Mary, USA); Qi Xia (The College of William and Mary, USA); Qun Li (College of William and Mary, USA)
63 GraphCP: An I/O-Efficient Concurrent Graph Processing Framework Xianghao Xu (Huazhong University of Science and Technology, China); Fang Wang (Wuhan National Laboratory for Optoelectronics, China); Hong Jiang (University of Texas at Arlington, USA); Yongli Cheng (FuZhou University, China); Dan Feng (Huazhong University of Science and Technology, China); Yongxuan Zhang (Huazhong University of Science & Technology, China); Peng Fang (Huazhong University of Science and Technology, China)
64 DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined Networks Minghao Ye (New York University, USA); Junjie Zhang (Fortinet, Inc., USA); Zehua Guo (Beijing Institute of Technology, China); H. Jonathan Chao (NYU Tandon School of Engineering, USA)