| 2021 | 29th IEEE/ACM International Symposium on Quality of Service, IWQOS 2021, Tokyo, Japan, June 25-28, 2021 |
| 2021 | A Behavior Privacy Preserving Method towards RF Sensing. Jianwei Liu, Chaowei Xiao, Kaiyan Cui, Jinsong Han, Xian Xu, Kui Ren, XuFei Mao |
| 2021 | A Crowd-driven Dynamic Neural Architecture Searching Approach to Quality-aware Streaming Disaster Damage Assessment. Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang |
| 2021 | A Multi-objective Reinforcement Learning Perspective on Internet Congestion Control. Zhenchang Xia, Yanjiao Chen, Libing Wu, Yu-Cheng Chou, Zhicong Zheng, Haoyang Li, Baochun Li |
| 2021 | A Novel Proof-of-Reputation Consensus for Storage Allocation in Edge Blockchain Systems. Jiarui Zhang, Yaodong Huang, Fan Ye, Yuanyuan Yang |
| 2021 | A Proactive Failure Tolerant Mechanism for SSDs Storage Systems based on Unsupervised Learning. Hao Zhou, Zhiheng Niu, Gang Wang, Xiaoguang Liu, Dongshi Liu, Bingnan Kang, Hu Zheng, Yong Zhang |
| 2021 | A Reality-Conforming Approach for QoS Performance Analysis of AFDX in Cyber-Physical Avionics Systems. Boyang Zhou, Liang Cheng |
| 2021 | A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV. Nan He, Song Yang, Fan Li, Stojan Trajanovski, Fernando A. Kuipers, Xiaoming Fu |
| 2021 | AIR: An AI-based TCAM Entry Replacement Scheme for Routers. Yuchao Zhang, Peizhuang Cong, Bin Liu, Wendong Wang, Ke Xu |
| 2021 | ASAP: Anti-Spoofing Aphorism Using Path-analysis. Eric Muhati, Danda B. Rawat |
| 2021 | Accelerating Transactions Relay in Blockchain Networks via Reputation. Mengqian Zhang, Yukun Cheng, Xiaotie Deng, Bo Wang, Jan Xie, Yuanyuan Yang, Jiarui Zhang |
| 2021 | Adaptive Search Area Configuration for Location-based P2P Networks. Hiroki Hanawa, Takumi Miyoshi, Taku Yamazaki, Thomas Silverston |
| 2021 | Automated Quality of Service Monitoring for 5G and Beyond Using Distributed Ledgers. Tooba Faisal, Damiano Di Francesco Maesa, Nishanth Sastry, Simone Mangiante |
| 2021 | BCAC: Batch Classifier based on Agglomerative Clustering for traffic classification in a backbone network. Hua Wu, Xiying Chen, Guang Cheng, Xiaoyan Hu, Youqiong Zhuang |
| 2021 | BESURE: Blockchain-Based Cloud-Assisted eHealth System with Secure Data Provenance. Shiyu Li, Yuan Zhang, Chunxiang Xu, Nan Cheng, Zhi Liu, Xuemin Sherman Shen |
| 2021 | BatFL: Backdoor Detection on Federated Learning in e-Health. Binhan Xi, Shaofeng Li, Jiachun Li, Hui Liu, Hong Liu, Haojin Zhu |
| 2021 | Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification. Kelong Mao, Xi Xiao, Guangwu Hu, Xiapu Luo, Bin Zhang, Shutao Xia |
| 2021 | CUP: Cellular Ultra-light Probe-based Available Bandwidth Estimation. Lixing Song, Emir Halepovic, Alamin Mohammed, Aaron Striegel |
| 2021 | Can Online Learning Increase the Reliability of Extreme Mobility Management? Yuanjie Li, Esha Datta, Jiaxin Ding, Ness B. Shroff, Xin Liu |
| 2021 | Charging on the Move: Scheduling Static Chargers with Tunable Power for Mobile Devices. Tao Wu, Panlong Yang, Haipeng Dai |
| 2021 | ChirpMu: Chirp Based Imperceptible Information Broadcasting with Music. Yu Wang, Xiaojun Zhu, Hao Han |
| 2021 | Clean: Minimize Switch Queue Length via Transparent ECN-proxy in Campus Networks. Xiaojie Huang, Jiaqing Dong, Wenzheng Yang, Chen Tian, Jun Zhou, Yi Kai, Mingjie Cai, Nai Xia, Wanchun Dou, Guihai Chen |
| 2021 | Coded Matrix Chain Multiplication. Xiaodi Fan, Angel Saldivia, Pedro Soto, Jun Li |
| 2021 | Computation Offloading Scheduling for Deep Neural Network Inference in Mobile Computing. Yubin Duan, Jie Wu |
| 2021 | Continuous Flow Measurement with SuperFlow. Zongyi Zhao, Xingang Shi, Arpit Gupta, Qing Li, Zhiliang Wang, Bin Xiong, Xia Yin |
| 2021 | Controlling the Maximum Link Estimation Error in Network Performance Tomography. Cuiying Feng, Luning Wang, Kui Wu, Jianping Wang |
| 2021 | Cumulus: A Secure BFT-based Sidechain for Off-chain Scaling. Fangyu Gai, Jianyu Niu, Seyed Ali Tabatabaee, Chen Feng, Mohammad M. Jalalzai |
| 2021 | DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined Networks. Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao |
| 2021 | DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning. Renhai Xu, Wenxin Li, Keqiu Li, Xiaobo Zhou, Heng Qi |
| 2021 | DeepDelivery: Leveraging Deep Reinforcement Learning for Adaptive IoT Service Delivery. Yan Li, Deke Guo, Xiaofeng Cao, Feng Lyu, Honghui Chen |
| 2021 | Demystifying the Relationship Between Network Latency and Mobility on High-Speed Rails: Measurement and Prediction. Xiangxiang Wang, Jiangchuan Liu, Fangxin Wang, Ke Xu |
| 2021 | Design of Robust and Efficient Edge Server Placement and Server Scheduling Policies. Shizhen Zhao, Xiao Zhang, Peirui Cao, Xinbing Wang |
| 2021 | Designing Approximate and Deployable SRPT Scheduler: A Unified Framework. Zhiyuan Wang, Jiancheng Ye, Dong Lin, Yipei Chen, John C. S. Lui |
| 2021 | Differential Privacy-Preserving User Linkage across Online Social Networks. Xin Yao, Rui Zhang, Yanchao Zhang |
| 2021 | Distributed and Adaptive Traffic Engineering with Deep Reinforcement Learning. Nan Geng, Mingwei Xu, Yuan Yang, Chenyi Liu, Jiahai Yang, Qi Li, Shize Zhang |
| 2021 | Drag-JDEC: A Deep Reinforcement Learning and Graph Neural Network-based Job Dispatching Model in Edge Computing. Zhaoyang Yu, Wenwen Liu, Xiaoguang Liu, Gang Wang |
| 2021 | EC-Scheduler: A Load-Balanced Scheduler to Accelerate the Straggler Recovery for Erasure Coded Storage Systems. Xinzhe Cao, Gen Yang, Yunfei Gu, Chentao Wu, Jie Li, Guangtao Xue, Minyi Guo, Yuanyuan Dong, Yafei Zhao |
| 2021 | EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of Threads. Teng Li, Zhiyuan Xu, Jian Tang, Kun Wu, Yanzhi Wang |
| 2021 | Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning. Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu |
| 2021 | Eunomia: Efficiently Eliminating Abnormal Results in Distributed Stream Join Systems. Jie Yuan, Yonghui Wang, Hanhua Chen, Hai Jin, Haikun Liu |
| 2021 | Exploiting Outlier Value Effects in Sparse Urban CrowdSensing. En Wang, Mijia Zhang, Yongjian Yang, Yuanbo Xu, Jie Wu |
| 2021 | FairCrowd: Fair Human Face Dataset Sampling via Batch-Level Crowdsourcing Bias Inference. Ziyi Kou, Yang Zhang, Lanyu Shang, Dong Wang |
| 2021 | FedACS: Federated Skewness Analytics in Heterogeneous Decentralized Data Environments. Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han |
| 2021 | FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models. Gaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang, Jiangchuan Liu |
| 2021 | FlexNF: Flexible Network Function Orchestration on the Programmable Data Plane. Hanyu Zhao, Qing Li, Jingpu Duan, Yong Jiang, Kai Liu |
| 2021 | FuzzySkyline: QoS-Aware Fuzzy Skyline Parking Recommendation Using Edge Traffic Facilities. Yinglong Li, Jiaye Zhang, Tieming Chen, Weiru Liu |
| 2021 | Glint: Decentralized Federated Graph Learning with Traffic Throttling and Flow Scheduling. Tao Liu, Peng Li, Yu Gu |
| 2021 | Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. Andong Zhu, Deze Zeng, Lin Gu, Peng Li, Quan Chen |
| 2021 | GraphCP: An I/O-Efficient Concurrent Graph Processing Framework. Xianghao Xu, Fang Wang, Hong Jiang, Yongli Cheng, Dan Feng, Yongxuan Zhang, Peng Fang |
| 2021 | GreenTE.ai: Power-Aware Traffic Engineering via Deep Reinforcement Learning. Tian Pan, Xiaoyu Peng, Qianqian Shi, Zizheng Bian, Xingchen Lin, Enge Song, Fuliang Li, Yang Xu, Tao Huang |
| 2021 | HierTopo: Towards High-Performance and Efficient Topology Optimization for Dynamic Networks. Jing Chen, Zili Meng, Yaning Guo, Mingwei Xu, Hongxin Hu |
| 2021 | High-QoE DASH Live Streaming Using Reinforcement Learning. Bo Wei, Hang Song, Jiro Katto |
| 2021 | IMP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System. Wangqiu Zhou, Hao Zhou, Wenxiong Hua, Fengyu Zhou, Xiang Cui, Suhua Tang, Zhi Liu, Xiang-Yang Li |
| 2021 | Isolayer: The Case for an IoT Protocol Isolation Layer. Jiamei Lv, Gonglong Chen, Wei Dong |
| 2021 | Joint D2D Collaboration and Task Offloading for Edge Computing: A Mean Field Graph Approach. Xiong Wang, Jiancheng Ye, John C. S. Lui |
| 2021 | Joint Optimization of Multi-user Computing Offloading and Service Caching in Mobile Edge Computing. Zhenyu Zhang, Huan Zhou, Dawei Li |
| 2021 | Joint Resource Placement and Task Dispatching in Mobile Edge Computing across Timescales. Xinliang Wei, Yu Wang |
| 2021 | Joint Service Placement for Maximizing the Social Welfare in Edge Federation. Sheng Chen, Baochao Chen, Junjie Xie, Xiulong Liu, Deke Guo, Keqiu Li |
| 2021 | LCL: Light Contactless Low-delay Load Monitoring via Compressive Attentional Multi-label Learning. Xiaoyu Wang, Hao Zhou, Nikolaos M. Freris, Wangqiu Zhou, Xing Guo, Zhi Liu, Yusheng Ji, Xiang-Yang Li |
| 2021 | LightNF: Simplifying Network Function Offloading in Programmable Networks. Xiang Chen, Qun Huang, Peiqiao Wang, Zili Meng, Hongyan Liu, Yuxin Chen, Dong Zhang, Haifeng Zhou, Boyang Zhou, Chunming Wu |
| 2021 | Lightning: A Practical Building Block for RDMA Transport Control. Qingkai Meng, Fengyuan Ren |
| 2021 | Load Balancing in Heterogeneous Server Clusters: Insights From a Product-Form Queueing Model. Mark van der Boor, Céline Comte |
| 2021 | MASK: Practical Source and Path Verification based on Multi-AS-Key. Songtao Fu, Ke Xu, Qi Li, Xiaoliang Wang, Su Yao, Yangfei Guo, Xinle Du |
| 2021 | MoDEMS: Optimizing Edge Computing Migrations For User Mobility. Taejin Kim, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong |
| 2021 | ModelCoder: A Fault Model based Automatic Root Cause Localization Framework for Microservice Systems. Yang Cai, Biao Han, Jie Li, Na Zhao, Jinshu Su |
| 2021 | Multipath-aware TCP for Data Center Traffic Load-balancing. Yu Xia, Jinsong Wu, Jingwen Xia, Ting Wang, Sun Mao |
| 2021 | Multivariate Time Series Forecasting exploiting Tensor Projection Embedding and Gated Memory Network. Zhenxiong Yan, Kun Xie, Xin Wang, Dafang Zhang, Gaogang Xie, Kenli Li, Jigang Wen |
| 2021 | Neuron Manifold Distillation for Edge Deep Learning. Zeyi Tao, Qi Xia, Qun Li |
| 2021 | No Wait, No Waste: A Novel and Efficient Coordination Algorithm for Multiple readers in RFID Systems. QiuYing Yang, Xuan Liu, Song Guo |
| 2021 | Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization. Yu Liu, Niangjun Chen, Zhenhua Liu, Yuanyuan Yang |
| 2021 | Optimizing Federated Learning on Device Heterogeneity with A Sampling Strategy. Xiaohui Xu, Sijing Duan, Jinrui Zhang, Yunzhen Luo, Deyu Zhang |
| 2021 | Optimizing Quality of Experience for Long-Range UAS Video Streaming. Russell Shirey, Sanjay G. Rao, Shreyas Sundaram |
| 2021 | PQR: Prediction-supported Quality-aware Routing for Uninterrupted Vehicle Communication. Wenquan Xu, Xuefeng Ji, Chuwen Zhang, Beichuan Zhang, Yu Wang, Xiaojun Wang, Yunsheng Wang, Jianping Wang, Bin Liu |
| 2021 | Practical Root Cause Localization for Microservice Systems via Trace Analysis. Zeyan Li, Junjie Chen, Rui Jiao, Nengwen Zhao, Zhijun Wang, Shuwei Zhang, Yanjun Wu, Long Jiang, Leiqin Yan, Zikai Wang, Zhekang Chen, Wenchi Zhang, Xiaohui Nie, Kaixin Sui, Dan Pei |
| 2021 | Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs. Meng Shen, Minghui Wang, Ke Xu, Liehuang Zhu |
| 2021 | Privacy-Preserving Optimal Recovering for the Nearly Exhausted Payment Channels. Minze Xu, Yuan Zhang, Fengyuan Xu, Sheng Zhong |
| 2021 | Protecting Your Offloading Preference: Privacy-aware Online Computation Offloading in Mobile Blockchain. Dawei Wei, Ning Xi, Jianfeng Ma, Jiayi Li |
| 2021 | QoE-assured Live Video Streaming Based on Coalition Game in 5G eMBMS Networks. Xiaobin Tan, Simin Li, Yangyang Liu, Quan Zheng, Dezheng Liu |
| 2021 | QoS-Aware Network Energy Optimization for Danmu Video Streaming in WiFi Networks. Nan Jiang, Mehmet Can Vuran, Sheng Wei, Lisong Xu |
| 2021 | ReCLive: Real-Time Classification and QoE Inference of Live Video Streaming Services. Sharat Chandra Madanapalli, Alex Mathai, Hassan Habibi Gharakheili, Vijay Sivaraman |
| 2021 | Revisiting Double-Spending Attacks on the Bitcoin Blockchain: New Findings. Jian Zheng, Huawei Huang, Canlin Li, Zibin Zheng, Song Guo |
| 2021 | Robust P2P Connectivity Estimation for Permissionless Bitcoin Network. Hsiang-Jen Hong, Wenjun Fan, Simeon Wuthier, Jinoh Kim, Xiaobo Zhou, C. Edward Chow, Sang-Yoon Chang |
| 2021 | Robustness-Aware Real-Time SFC Routing Update in Multi-Tenant Clouds. Huaqing Tu, Gongming Zhao, Hongli Xu, Yangming Zhao, Yutong Zhai |
| 2021 | Scalable Hardware Content Router: Architecture, Modeling and Performance. Bin Liu, Huichen Dai, Wenquan Xu, Tong Yun, Ji Miao |
| 2021 | Secure Outsourced Top-k Selection Queries against Untrusted Cloud Service Providers. Xixun Yu, Yidan Hu, Rui Zhang, Zheng Yan, Yanchao Zhang |
| 2021 | Secure and Efficient Task Matching with Multi-keyword in Multi-requester and Multi-worker Crowdsourcing. Kan Yang, Senjuti Dutta |
| 2021 | Secure and Scalable QoS for Critical Applications. Marc Wyss, Giacomo Giuliari, Markus Legner, Adrian Perrig |
| 2021 | SeqAD: An Unsupervised and Sequential Autoencoder Ensembles based Anomaly Detection Framework for KPI. Na Zhao, Biao Han, Yang Cai, Jinshu Su |
| 2021 | Smartbuf: An Agile Memory Management for Shared-Memory Switches in Datacenters. Hamed Rezaei, Hamidreza Almasi, Balajee Vamanan |
| 2021 | Snapshot for IoT: Adaptive Measurement for Multidimensional QoS Resources. Yuyu Zhao, Guang Cheng, ChunXiang Liu, Zihan Chen |
| 2021 | Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics. Kun Wu, Yibo Jin, Weiwei Miao, Zeng Zeng, Zhuzhong Qian, Jingmian Wang, Mingxian Zhou, Tuo Cao |
| 2021 | Stateful-BBR - An Enhanced TCP for Emerging High-Bandwidth Mobile Networks. Lingfeng Guo, Yan Liu, Wenzheng Yang, Yuming Zhang, Jack Y. B. Lee |
| 2021 | SuperClass: A Deep Duo-Task Learning Approach to Improving QoS in Image-driven Smart Urban Sensing Applications. Yang Zhang, Ruohan Zong, Lanyu Shang, Md. Tahmid Rashid, Dong Wang |
| 2021 | Supporting Flow-Cardinality Queries with O(1) Time Complexity in High-speed Networks. Qingjun Xiao, Xiongqin Hu, Shigang Chen |
| 2021 | Throughput Maximization for Wireless Powered Communication: Reinforcement Learning Approaches. Yanjun Li, Xiaofeng Su, Huatong Jiang, Chung Shue Chen |
| 2021 | Time-expanded Method Improving Throughput in Dynamic Renewable Networks. Jianhui Zhang, Siqi Guan, Jiacheng Wang, Liming Liu, Hanxiang Wang, Feng Xia |
| 2021 | To share or not to share: reliability assurance via redundant cellular connectivity in Connected Cars. Emeka Obiodu, Abdullahi Abubakar, Aravindh Raman, Nishanth Sastry, Simone Mangiante |
| 2021 | Towards Chain-Aware Scaling Detection in NFV with Reinforcement Learning. Lin He, Lishan Li, Ying Liu |
| 2021 | Towards Private Similarity Query based Healthcare Monitoring over Digital Twin Cloud Platform. Yandong Zheng, Rongxing Lu, Yunguo Guan, Songnian Zhang, Jun Shao |
| 2021 | Towards Robust Multi-Tenant Clouds Through Multi-Constrained VM Placement. Yutong Zhai, Gongming Zhao, Hongli Xu, Yangming Zhao, Jiawei Liu, Xingpeng Fan |
| 2021 | Understanding and Improving User Engagement in Adaptive Video Streaming. Chunyu Qiao, Jiliang Wang, Yanan Wang, Yunhao Liu, Hu Tuo |
| 2021 | When Virtual Network Operator Meets E-Commerce Platform: Advertising via Data Reward. Qi Cheng, Hangguan Shan, Weihua Zhuang, Tony Q. S. Quek, Zhaoyang Zhang |
| 2021 | Workload Migration across Distributed Data Centers under Electrical Load Shedding. Linfeng Shen, Fangxin Wang, Feng Wang, Jiangchuan Liu |
| 2021 | pSAV: A Practical and Decentralized Inter-AS Source Address Validation Service Framework. Jiamin Cao, Ying Liu, Mingxing Liu, Lin He, Yihao Jia, Fei Yang |
| 2021 | wCompound: Enhancing Performance of Multipath Transmission in High-speed and Long Distance Networks. Rui Zhuang, Yitao Xing, Wenjia Wei, Yuan Zhang, Jiayu Yang, Kaiping Xue |