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) |