Publications

2020

• Ruijun Wang, Liangkai Liu, and Weisong Shi, HydraSpace: Computational Data Storage for Autonomous Vehicles, in Proceedings of IEEE Collaborative and Internet Computing Vision Track (CIC), December, 2020.
• Liangkai Liu, Baofu Wu and Weisong Shi, A Comparison of Communication Mechanisms in Vehicular Edge Computing, in Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 14, 2020, Boston, MA, USA.
• Quyuan Luo, Changle Li, Tom Luan, Weisong Shi, EdgeVCD: Intelligent Algorithm Inspired Content Distribution in Vehicular Edge Computing Network, IEEE Internet of Things Journal, Vol. 7, No. 6, June 2020. pp.5562-5579.
  
• Mohit Kumar, Xingzhou Zhang, Liangkai Liu, Yifan Wang and Weisong Shi, Energy-Efficient Machine Learning on the Edges, in Proceedings of the 2nd Workshop on Parllel AI and Systems on the Edges(PAISE), May 22, 2020. New Orleans, Louisiana USA
• Quyuan Luo, Changle Li, Tom Luan, Weisong Shi, Collaborative Data Scheduling for Vehicular Edge Computing via Deep Reinforcement Learning, accepted by IEEE Internet of Things Journal, March 2020.
  
• Kaile Xiao, Weisong Shi, Zhipeng Gao, Congcong Yao, Xuesong Qiu, DAER: A Resource Pre-allocation Algorithm of Edge Computing Server using Blckchain in Intelligent Driving,, accepted by IEEE Internet of Things Journal, March 2020.
  
• Jie Tang, Shaoshan Liu, Liangkai Liu, Bo Yu, Weisong Shi, LoPECS: A Low-Power Edge Computing System for Real-Time Autonomous Driving Services , IEEE Access, Feb. 2020.
  
• Kaile Xiao, Zhipeng Gao, Weisong Shi, Xuesong Qiu, Yang Yang, Lanlan Rui, EdgeABC: An Architecture for Task Offloading and Resource Allocation in the Internet of Things, accepted by Future Generation Computer Systems, Feb. 2020.
  
• Zheng Dong, Weisong Shi, Guangmo Tong, Kecheng Yang, Collaborative Autonomous Driving: Vision and Challenges, in Proceedings of third IEEE International Conference on Connected and Autonomous Driving(MetroCAD), Feb. 27-28, 2020, Detroit, MI.
• Tianze Wu, Yifan Wang, Weisong Shi, Joshua Lu, HydraMini: An FPGA-based Affordable Research and Education Platform for Autonomous Driving, in Proceedings of third IEEE International Conference on Connected and Autonomous Driving(MetroCAD), Feb. 27-28, 2020, Detroit, MI.
• Luodai Yang, Qian Jian, Ruijun Wang, Jie Cao, Weisong Shi, HydraView: A Synchronized 360-View of Multiple Sensors for Autonomous Vehicles, in Proceedings of third IEEE International Conference on Connected and Autonomous Driving(MetroCAD), Feb. 27-28, 2020, Detroit, MI.
• Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi, Making Disk Failure Predictions SMARTer!, in Proceedings of 18th USENIX Conference on File and Storage Technologies(FAST), Feb. 24-27, 2020, Santa Clara, CA.
• Hui Sun, Weisong Shi, Xu Liang, Ying Yu, VU: Edge Computing-Enabled Video Usefulness Detection and Its Application in Large-Scale Video Surveillance Systems, IEEE Internet of Things Journal, Vol. 7, No. 2, Feb. 2020, pp. 800-817.
  
• Congfeng Jiang, Tiantian Fan, Honghao Gao, Weisong Shi, Liangkai Liu, Christophe Cerin, Jian Wan, Energy-Aware Edge Computing: A Survey, Computer Communications, Vol. 151, No. 1, pp. 556-580, February 2020.
  
• Sa Wang, Yan-Hai Zhu, Shan-Pei Chen, Tian-Ze Wu, Wen-Jie Li, Xu-Sheng Zhu, Hai-Yang Ding, Wei-Song Shi, Yun-Gang Bao, A Case for Adaptive Resource Management in Alibaba Datacenter Using Neural Networks, Journal of Computer Science and Technology, Vol. 35, No. 1, pp. 209-220, January 2020.
  
• Jie Tang, Shaoshan Liu, Jie Cao, Jean-Luc Gaudiot, Baolin Ding, Weisong Shi, π-Hub: Large-Scale Video Learning, Storage, and Retrieval on Heterogeneous Hardware Platforms, Future Generation Computer Systems, Vol. 102, pp. 514-523, January 2020.
  

2019

• Liangkai Liu, Jiamin Chen, Marco Brocanelli and Weisong Shi, E2M: An Energy-Efficient Middleware for Computer Vision Applications on Autonomous Mobile Robots, in Proceedings of the fourth ACM/IEEE Symposium on Edge Computing(SEC), November 7-9, 2019, Arlington, VA, USA.
• Xingzhou Zhang, Mu Qiao, Liangkai Liu, Yunfei Xu and Weisong Shi, Collaborative Cloud-Edge Computation for Personalized Driving Behavior Modeling , in Proceedings of the fourth ACM/IEEE Symposium on Edge Computing(SEC), November 7-9, 2019, Arlington, VA, USA.
• Bing Luo and Weisong Shi, Pelican: Power Scheduling for QoS in Large-scale Data Centers with Heterogeneous Workloads,, in Proceedings of the Tenth International Green and Sustainable Computing Conference,(IGSC), October 21-24, 2019, Alexandira, USA.
• Mohit Kumar and Weisong Shi, Energy Consumption Analysis of Java Command-line Options,, in Proceedings of the Tenth International Green and Sustainable Computing Conference,(IGSC), October 21-24, 2019, Alexandira, USA.
• Weisong Shi, George Pallis and Zhiwei Xu, Edge Computing, Proceedings of the IEEE, Vol. 107, No. 8, August, 2019. pp. 1474-1481.
  
• Shaoshan Liu, Liangkai Liu, Jie Tang, Bo Yu, Yifan Wang and Weisong Shi, Edge Computing for Autonomous Driving: Opportunities and Challenges, Proceedings of the IEEE, Vol. 107, No. 8, August 2019. pp. 1697-1716.
  
• Yifan Wang, Liangkai Liu, Xingzhou Zhang and Weisong Shi, HydraOne: An Indoor Experimental Research and Education Platform for CAVs, in Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 9, 2019, Renton, WA, USA.
• Sidi Lu, Yongtao Yao and Weisong Shi, Collaborative Learning on the Edges: A Case Study on Connected Vehicles, in Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 9, 2019, Renton, WA, USA.
• Lanyu Xu, Arun Iyengar and Weisong Shi, NULBroker: A Flexible and Responsive Broker for Cloud-based Natural Language Understanding Services, in Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), July 8, 2019, Renton, WA, USA.
• Xingzhou Zhang, Yifan Wang, Sidi Lu, Liangkai Liu, Lanyu Xu, Weisong Shi, OpenEI: An Open Framework for Edge Intelligence, in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, July 7-10, 2019, Dallas, USA.
• Song Huang, Shuwen Liang, Song Fu, Weisong Shi, Devesh Tiwari and Hsing-bing Chen, Characterizing Disk Health Degradation and Proactively Protecting Against Disk Failures for Reliable Storage Systems,, in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC), June 16-20, 2019, Umea, Sweden.
• Liangkai Liu, Xingzhou Zhang, Qingyang Zhang, Andrew Weinert, Yifan Wang and Weisong Shi, AutoVAPS: An IoT-Enabled Public Safety Service on Vehicles, in Proceedings of 4th Workshop on Science of Smart City Operations and Platforms Engineering (SCOPE), April 15-18, 2019.
  
• Yao Zhang, Changle Li, Tom H. Luan, Yuchun Fu, Weisong Shi, Lina Zhu, A Mobility-Aware Vehicular Caching Scheme in Content Centric Networks: Model and Optimization, accepted by IEEE Transactions on Vehicular Technology, January, 2019.
  
• Congfeng Jiang, Guangjie Han, Jiangbin Lin, Gangyong Jia, Weisong Shi and Jian Wan, Characteristics of Co-allocated Online Services and Batch Jobs in Internet Data Centers: A Case Study from Alibaba Cloud, IEEE Access, January 2019.
  
• Lingmei Ren, Qingyang Zhang, Weisong Shi, Yanjun Peng, Edge-based Personal Computing Services：Fall Detection as a Pilot Study, accepted by Springer Computing, 2019.
  
• Weisong Shi, Xingzhou Zhang, Yifan Wang and Qingyang Zhang, 边缘计算：现状与展望， 《计算机研究与发展》（60周年特刊） , Vol. 56, No. 1, January 2019.

2018

• Yifan Wang, Shaoshan Liu, Xiaowei Wu and Weisong Shi, CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles, in Proceedings of the third ACM/IEEE Symposium on Edge Computing (SEC), Oct. 25-27, 2018. Bellevue, WA.
• Liangkai Liu, Xingzhou Zhang, Mu Qiao and Weisong Shi, SafeShareRide: Edge-based Attack Detection in Ridesharing Services, in Proceedings of the third ACM/IEEE Symposium on Edge Computing (SEC), Oct. 25-27, 2018. Bellevue, WA.
• Zhenyu Ning, Jinghui Liao, Fengwei Zhang, and Weisong Shi, Preliminary Study of Trusted Execution Environments on Heterogeneous Edge Platforms, in Proceedings of the 1st Workshop on Security and Privacy in Edge Computing (EdgeSP), Oct. 27, 2018. Bellevue, WA.
• Qingyang Zhang, Hong Zhong, Jiaoren Wu, and Weisong Shi, How Edge Computing and Initial Congestion Window Affect Latency of Web-based Services: Early Experiences with Baidu , in Proceedings of the first Hot Topics in Web of Things (HotWoT), in conjunction with SEC, Oct. 27, 2018. Bellevue, WA.
• Bing Luo, Sheng Tan, Zhifeng Yu, and Weisong Shi, Poster: EdgeBox: Live Edge Video Analytics for Near Real-Time Event Detection , in Proceedings of the third ACM/IEEE Symposium on Edge Computing (SEC), Oct. 25-27, 2018. Bellevue, WA.
• Youhuizi Li, Weisong Shi, and Jun Chen Poster: DyCREM: Dynamic Credit Risk Management Using Edge-based Blockchain , in Proceedings of the third ACM/IEEE Symposium on Edge Computing (SEC), Oct. 25-27, 2018. Bellevue, WA.
• Qingyang Zhang, Quan Zhang, Weisong Shi and Hong Zhong, Distributed Collaborative Execution on the Edges and Its Application on AMBER Alerts, IEEE Internet of Things Journal. Vol. 5, No. 5, Oct. 2018, pp. 3580-3593.
• Jie Tang, Shaoshan Liu, Songwen Pei, Stephane Zuckerman, Chen Liu, Weisong Shi, and Jean-Luc Gaudiot, Teaching Autonomous Driving Using a Modular and Integrated Approach, in Proceedings of the 42nd IEEE International Conferences on Computers, Software & Applications (COMPSAC), July 23-27, 2018. Tokyo, Japan.
• Liangkai Liu, Xingzhou Zhang, Mu Qiao, and Weisong Shi, SafeShareRide: Edge-based Attack Detection in Ridesharing Services, in Proceedings of USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 10, 2018. Boston, USA.
• Xingzhou Zhang, Yifan Wang, and Weisong Shi, pCAMP: Performance Comparison of Machine Learning Packages on the Edges, in Proceedings of USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 10, 2018. Boston, USA.
• Youdong Chen, Qiangguo Feng, and Weisong Shi, An Industrial Robot System Based on Edge Computing: An Early Experience, in Proceedings of USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 10, 2018. Boston, USA.
• Qingyang Zhang, Yifan Wang, Xingzhou Zhang, Liangkai Liu, Xiaopei Wu, Weisong Shi and Hong Zhong, OpenVDAP: An Open Vehicular Data Analytics Platform for CAVs, in Proceedings of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, July 2-5, 2018, Vienna, Austria.
• Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann and Devesh Tiwari, Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System, in Proceedings of the 48th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Luxembourg, June 25-28, 2018.
• Quan Zhang, Qingyang Zhang, Weisong Shi and Hong Zhong, Firework: Data Processing and Sharing for Hybrid Cloud-Edge Analytics, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 29, No. 9, September 2018. pp. 2004-2017.
• Kewei Sha, Wei Wei, Andrew T. Yang, Zhiwei Wang and Weisong Shi, On Security Challenges and Open Issues in Internet of Things, accepted by Future Generation Computer Systems, January 2018.
  
• Congfeng Jiang, Dongyang Ou, Yumei Wang, Xindong You, Jilin Zhang, Jian Wan, Bing Luo and Weisong Shi, Energy Efficiency Comparison of Hypervisors, accepted by Sustainable Computing: Informatics and Systems.
  

2017

• Youhuizi Li, Mohit Kumar, Weisong Shi and Jian Wan, Falcon: An Ambient Temerature aware Thermal Control Policy for IoT Gateways, Sustainable Computing: Informatics and Systems, Vol. 16, December 2017, pp.48-55.
  
• Jie Tang, Shaoshan Liu, Jie Cao, Dawei Sun, Bolin Ding, Zhe Zhang, Jean-Luc Gaudiot and Weisong Shi, pi-Hub: Large-Scale Video Learning, Storage, and Retrieval on Heterogeneous Hardware Platforms, Technical Reprot MIST-TR-2017-012, November 2017.
  
• Jie Cao, Lanyu Xu, Raef Abdallah and Weisong Shi, An OS for Internet of Everything: Early Experience form a Smart Home Prototype, ZTE Communications, November 2017.
  
• Zujie Ren, Weisong Shi, Jian Wan, Feng Cao and Jiangbin Lin, Realistic and Scalable Benchmarking Cloud File Systems: Practices and Lessons from AliCloud, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 28, No. 11, November 2017. pp.3272-3285.
• Mohit Kumar, Youhuizi Li and Weisong Shi, Energy Consumption in Java: An Early Experience, in Proceedings of the 8th International Green and Sustainable Computing Conference (IGSC), Orlando, FL, Oct 23-25, 2017.
  
• Chang Zhao, Yusen Wu, Zujie Ren, Weisong Shi, Yongjian Ren and Jian Wan, Quantifying the Isolation Characteristics in Container Environments, in Proceedings of 14th IFIP Inernational Conference on Network and Parallel Computing (NPC), Hefei, China, Oct 21-22, 2017. (Technical Report Version: MIST-TR-2017-010).
  
• Shanhe Yi, Zijiang Hao, Qingyang Zhang, Quan Zhang, Weisong Shi and Qun Li, LAVEA: Latency-aware Video Analytics on Edge Computing Platform, in Proceedings of 2nd ACM/IEEE Symposium on Edge Computing (SEC), San Jose, Oct 12-14, 2017.
  
• Qingyang Zhang, Quan Zhang, Weisong Shi and Hong Zhong, Poster: Enhancing AMBER Alert using Collaborative Edges, in Proceedings of 2nd ACM/IEEE Symposium on Edge Computing (SEC), San Jose, Oct 12-14, 2017.
• Xiaopei Wu, Robert Dunne, Qingyang Zhang and Weisong Shi, Edge Computing Enabled Smart Firefighting: Opportunities and Challenges, in Proceedings of 4th HotWeb, in conjunction with SEC 2017, San Jose, Oct 14, 2017.
  
• Raef Abdallah, Lanyu Xu and Weisong Shi, Lessons and Experiences of a DIY Smart Home, in Proceedings of 1st SmartIoT Workshop, in conjunction with SEC 2017, San Jose, Oct 14, 2017.
• Hui Sun, Xu Liang and Weisong Shi, Video Usefulness and Its Application in Large-Scale Video Surveillance Systems: An Early Experience, in Proceedings of 1st SmartIoT Workshop, in conjunction with SEC 2017, San Jose, Oct 14, 2017.
  
• Weisong Shi and Thomas F. Wenisch, Editorial on Energy-Efficient Data Centers, IEEE Internet Computing, Vol. 21, No. 4, July/August 2017.
  
• Yan Hu, Weisong Shi and Xiaohui Hu, Mitigating Data Sparsity Using Similarity Reinforcement Enhanced Collaborating Filtering, ACM Transactions on Internet Technology (TOIT). Volume 17, No. 3, July 2017.
• Xiaopei Wu, Robert Dunne, Zhifeng Yu and Weisong Shi, STREMS: A Smart Real-time Solution Toward Enhancing EMS Prehospital Quality, in Proceedings of 2nd IEEE/ACM International Conference on Connected Health (CHASE), Philadelphia, July 17-19, 2017.
  
• Zhenyu Ning, Fengwei Zhang, Weisong Shi and Larry Shi, Position Paper: Challenges Toward Securing Hardware-assisted Execution Environments, in Proceedings of Hardware and Architectural Support for Security and Privacy (HASP), in conjunction with ISCA, Toronto, Canada, June 25, 2017.
  
• Jie Cao, Lanyu Xu, Raef Abdallah and Weisong Shi, EdgeOS_H: A Home Operating System for Internet of Everything, in Proceedings of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, June 5-8, Atlanta, USA.
  
• Congfeng Jiang, Yumei Wang, Dongyang Ou, Bing Luo and Weisong Shi, Energy Proportional Servers: Where Are We in 2016? in Proceedings of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS), Applications/Experience Track, June 5-8, 2017, Atlanta, USA.
  
• Weisong Shi, Hui Sun, Jie Cao, Quan Zhang, and Wei Liu, 边缘计算:万物互联时代新型计算模型,《计算机研究与发展》, Vol. 54, No. 5, pp. 907-924. May  2017. (Chinese，downloaded 5000+ times)
• Quan Zhang, Qingyang Zhang, Weisong Shi and Hong Zhong, Firework: Data Processing and Sharing for Hybrid Cloud-Edge Analytics, Technical Report MIST-TR-2017-002, January 2017.
  
• Songqing Chen, Tao Zhang and Weisong Shi, Editorial on Fog Computing, IEEE Internet Computing, Vol. 21, No. 2, March/April 2017.