Publications
Highlighted Articles
- Baofu Wu, Ren Zhong, Yuxin Wang, Jian Wan, Jilin Zhang, and Weisong Shi,VPI: Vehicle Programming Interface for Vehicle Computing, Journal of Computer Science and Technology, Vol. 39, No.1, pp. 22-44, January 2024.
- Sidi Lu and Weisong Shi, Vehicle Computing: Vision and Challenges, Journal of Information and Intelligence, Vol. 1, No. 1, May. 2023. pp.23-35.
- Liangkai Liu, Sidi Lu, Ren Zhong, Baofu Wu, Yongtao Yao, Qingyang Zhang, Weisong Shi, Computing Systems for Autonomous Driving: State-of-the-Art and Challenges, IEEE Internet of Things Journal (IoTJ), Vol. 8, No. 8, April 2021. pp. 6469-6486. (300+ citations)
- 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 (PIEEE), Vol. 107, No. 8, August 2019. pp. 1697-1716. (600+ citations)
- 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. (20,000+ downloads, 1100+ citations)
- Weisong Shi, Jie Cao, Quan Zhang, Youhuizi Li and Lanyu Xu, Edge Computing: Vision and Challenges, IEEE Internet of Things Journal (IoTJ), Vol. 3, No. 5, October 2016, pp. 637-646.(7,700+ citations)
2024
- Junquan Chen, Xingzhou Zhang, Wei Zhou, and Weisong Shi,TA-ASF: Attention-sensitive Token Sampling and Fusing for Visual Transformer Models on the Edge, in Proceedings of the 9th ACM/IEEE Symposium on Edge Computing (SEC), Rome, Italy, December 4-7, 2024.
- Chao Wu, Yifan Gong, Liangkai Liu, Mengquan Li, Yushu Wu, Xuan Shen, Zhimin Li, Geng Yuan, Weisong Shi and Yanzhi Wang,AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge, in Proceedings of the 43rd ACM/IEEE International Conference on Computer-Aided Design(ICCAD), New Jersey, USA, Oct. 27-31 2024.
- Ren Zhong, Zhaofeng Tian, Jinghui Liao, and Weisong Shi, Autonomous Shuttle Operation for Vulnerable Populations: Lessons and Experiences, in Proceedings of the 10th IEEE International Conference on Collaboration and Internet Computing (CIC), Washington DC, Oct 28-30, 2024.
- Tianze Wu, Sa Wang, Yungang Bao, and Weisong Shi,Tentacles: A Middleware with Multi-Network Communication Reliability for Vehicle-Infrastructure Cooperative Autonomous Driving, in Proceedings of the 2024 IEEE 100th Vehicular Technology Conference(VTC), Washington DC, Oct. 7-10, 2024.
- Yuankai He and Weisong Shi,A Vision for Transformative Intersections, IEEE Computer Magazine, accepted, July 2024.
- Sidi Lu and Weisong Shi, Vehicle Computing: From Traditional Transportation to Computing on Wheels, Springer, Springer, July 2024.
- Yuxin Wang, William He, Ruijun Wang, and Weisong Shi, Quantitative Analysis of Storage Requirement for Autonomous Vehicles,, in Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems(HotStorage), San Clara, CA, July 8-9, 2024.
- Jinghui Liao, Borui Gong, Wenhai Sun, Fengwei Zhang, Zhenyu Ning, Man Ho Allen Au, Weisong Shi, BFTRAND: Low-Latency Random Number Provider for BFT Smart Contracts, in Proceedings of the 54th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Brisbane, Australia, June 24-27, 2024.
- Jinghui Liao, Niusen Chen, Lichen Xia, Bo Chen, Weisong Shi, FSPDE: A Full Stack Plausibly Deniable Encryption System for Mobile Devices, in Proceedings of the 14th ACM Conference on Data and Application Security and Privacy (CODASPY), Porto, Portugal, June 19-21, 2024.
- Zhaofeng Tian, William He, Boyang Tian, Ren Zhong, Erfan Foorginejad, and Weisong Shi, ICAT: An Indoor Connected and Autonomous Testbed for Vehicle Computing, in Proceedings of the Second IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), Dallas, TX, May 1-3, 2024.
- Raef Abdallah, Prabhjot Kaur and Weisong Shi, Enhancing Intersection Safety: A Fusion of Historical and Real-Time Data For Route Planning, in Proceedings of the Second IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), Dallas, TX, May 1-3, 2024.
- Zhaofeng Tian, Xingyu Zhou, and Weisong Shi, Unguided Self-exploration in Narrow Spaces with Safety Region Enhanced Reinforcement Learning for Ackermann-steering Robots, in Proceedings of the Second IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), Dallas, TX, May 1-3, 2024.
- Baofu Wu, Ren Zhong, Yuxin Wang, Jian Wan, Jilin Zhang, and Weisong Shi,VPI: Vehicle Programming Interface for Vehicle Computing, Journal of Computer Science and Technology, Vol. 39, No.1, pp. 22-44, January 2024.
- Sidi Lu, Ren Zhong, and Weisong Shi,Teleoperation for Complementing and Enhancing Autonomous Vehicles, Autonomous Vehicles and Systems, Taylor & Francis Group, Feb. 2024.
- Fuxiang Deng, Emil Javanov, Houbing Song, Weisong Shi, Yuan Zhang, Wenyao Xu,WiLDAR: WiFi Signal-Based Lightweight Deep Learning Model for Human Activity Recognition, IEEE Internet of Things Journal (IoTJ), Vol. 11, No. 2, pp. 2899-2908, January 2024.
- Liangkai Liu, Yanzhi Wang, and Weisong Shi, CPT: A Configurable Predictability Testbed for DNN Inference in AVs, Tsinghua Science and Technology (Invited), December 2023.
2023
- Shihong Hu, Zhihao Qu, Bin Tang, Baoliu Ye, Guanghui Li, and Weisong Shi,Joint Service Request Scheduling and Container Retention in Serverless Edge Computing for Vehicle-Infrastructure Collaboration, accepted by IEEE IEEE Transactions on Mobile Computing (TMC), October 2023. doi: 10.1109/TMC.2023.3323524.
- William He, Baofu Wu, Zheng Dong, and Weisong Shi,Towards C-V2X Enabled Collaborative Autonomous Driving, IEEE Transactions on Vehicular Technology, Vol. 72, No. 12, pp. 15450-15462, December 2023.
- Arpan Bhattacharjee, Hamza Mahmood, Sidi Lu , Nejib Ammar, Akila Ganlath, and Weisong Shi, Edge-Assisted Over-the-Air Software Updates, in Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing (CIC), Atlanta, GA. Nov. 1-3, 2023.
- Sidi Lu and Weisong Shi, Vehicle as a Mobile Computing Platform: Opportunities and Challenges, accepted by IEEE Network Magazine, October 2023.
- Yuankai He, Hanlin Chen, and Weisong Shi, BlueICE - An Integrative Customizable Simulated Environment Architecture for Autonomous Driving, Technical Report CAR-2023-003, August 2023.
- Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, and Weisong Shi,Reinforcement Learning for Adaptive Video Compressive Sensing, ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 14, No. 5, August 2023.
- Haitham H. Esmat, Beatriz Lorenzo, and Weisong Shi,Towards Resilient Network Slicing for Satellite-Terrestrial Edge Computing IoT, IEEE Internet of Things Journal (IoTJ), Vol. 10, No. 16, pp. 14621-14645, August 2023.
- Quyuan Luo, Tom H. Luan, Weisong Shi, Pingzhi Fan, Edge Computing Enabled Energy-Efficient Multi-UAV Cooperative Target Search, IEEE Transactions on Vehicular Technology (TVT), Vol. 72, No. 6, June 2023.
- Liangkai Liu, Yanzhi Wang and Weisong Shi,
Understanding Time Variations of DNN Inference in Autonomous Driving, in Proceedings of the Fourth Workshop on Benchmarking Machine Learning Workloads on Emerging Hardware (MLBench), June 8, 2023, Miami, FL USA.
- Liangkai Liu, Ren Zhong, Aaron Willcock, Nathan Fisher, and Weisong Shi, An Open Approach to Energy-Efficient Autonomous Mobile Robots, in Proceedings of 2023 IEEE International Conference on Robotics and Automation (ICRA), May 29 - June 2, 2023, London, UK.
- Ren Zhong, Liangkai Liu, and Weisong Shi, SLAM Sharing Among Heterogeneous Sensors, in Proceedings of the First IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), May 17-19, 2023. Detroit, USA.
- Sanjith Udupa, Liangkai Liu, and Weisong Shi, FollowMe: A Robust Framework for the Guidance of Sensorless Indoor Mobile Robots, in Proceedings of the First IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), May 17-19, 2023. Detroit, USA.
- Yongtao Yao, Nejib Ammar, and Weisong Shi, FLOW: A Scalable Multi-Model Federated Learning Framework on the Wheels in Proceedings of the First IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), May 17-19, 2023. Detroit, USA.
- Jiashun Suo, Xingzhou Zhang, Weisong Shi, and Wei Zhou,E3-UAV: An Edge-based Energy-Efficiency Object Detection System for Unmanned Aerial Vehicles, accepted by IEEE Internet of Things Journal, April 2023.
- Sheng Gao, Jingjie Luo, Jianming Zhu, Xuewen Dong, and Weisong Shi, VCD-FL: Verifiable, Collusion-resistant, and Dynamic Federated Learning, accepted by IEEE Transactions on Information Forensics and Security (TIFS), April 2023.
- Huizi Xiao, Jun Zhao, Jie Feng, Lei Liu, Qingqi Pei and Weisong Shi, Joint Optimization of Security Strength and Resource Allocation for Computation Offloading in Vehicular Edge Computing, accepted by IEEE Transactions on Wireless Communications (TWC), April 2023.
- Javad Roostaei, Yongli Z. Wager, Weisong Shi, Timothy Dittrich, Carol Miller and Kishore Gopalakrishnan, IoT-based Edge Computing (IoTEC) for Improved Environmental Monitoring, accepted by Sustainable Computing: Informatics and Systems, April 2023.
- Liangkai Liu, Wei Li, Dawei Wang, Yi Wu, Ruigang Yang and Weisong Shi, Fuel Rate Prediction for Heavy-Duty Trucks, accepted by IEEE Transactions on Intelligent Transportation Systems (TITS), March 2023.
- Yijing Lin, Zhipeng Gao, Weisong Shi, Qian Wang, Huangqi Li, Miaomiao Wang, Yang Yang, Lanlan Rui, A Novel Architecture Combining Oracle with Decentralized Learning For IIoT, IEEE Internet of Things Journal, Vol. 10, No. 5, March 2023.
- Jiashun Suo,Tianyi Wang,Xingzhou Zhang,Haiyang Chen,Wei Zhou,and Weisong Shi, HIT-UAV: A High-Altitude Infrared Thermal Dataset for Unmanned Aerial Vehicles Object Detection, Scientific Data by Nature Research, February 2023.
- Hui Sun, Yiru Chen, Kewei Sha, Shaoyuan Huang, Xiaofei Wang, and Weisong Shi, A Proactive On-Demand Content Placement Strategy in Edge Intelligence Gateways, IEEE Transactions on Parallel and Distributed Systems (TPDS), February 2023.
- Zheng Dong, Yan Lu, Guangmo Tong, Yuanchao Shu, Shuai Wang and Weisong Shi, Watchdog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes, ACM Transactions on Internet of Things, Vol. 4, No. 1, February 2023.
- Sidi Lu and Weisong Shi, Vehicle Computing: Vision and Challenges, Journal of Information and Intelligence, Vol. 1, No. 1, May. 2023. pp.23-35.
- Huizi Xiao, Lin Cai, Jie Feng, Qingqi Pei, and Weisong Shi, Resource Optimization of MAB-based Reputation Management for Data Trading in Vehicular Edge Computing, IEEE Transactions on Wireless Communications (TWC), January 2023. DOI: 10.1109/TWC.2022.3233035
2022
- Liangkai Liu, Zheng Dong, Yanzhi Wang, and Weisong Shi, Prophet: A Predictable Real-time Perception Pipeline for Autonomous Vehicles, in Proceedings of the 2022 IEEE Real-Time Systems Symposium (RTSS), December 5-8, 2022. Houston, USA.
- Prabhjot Kaur, Qifan Wang and Weisong Shi, Fall Detection from Audios with Audio Transformer, in Proceedings of the seventh IEEE/ACM Conference on Connected Health: Applications, Systems, and Engineering Technologies (CHASE), November 17-19, 2022, Washington, D.C., USA.
- Soumyanil Banerjee, Ming Dong, and Weisong Shi, Spatial-Temporal Synchronous Graph Transformer Network (STSGT) for COVID-19 Forcasting, in Proceedings of the seventh IEEE/ACM Conference on Connected Health: Applications, Systems, and Engineering Technologies (CHASE), November 17-19, 2022, Washington, D.C., USA.
- Sidi Lu, Ren Zhong, and Weisong Shi, Teleoperation Technologies for Enhancing Connected and Autonomous Vehicles, in Proceedings of the 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), October 20-22 2022, Denver, CO, USA.
- Quyuan Luo, Tom H. Luan, Weisong Shi, and Pingzhi Fan, Deep Reinforcement Learning Based Computation Offloading and Trajectory Planning for Multi-UAV Cooperative Target Search, IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Multi-Tier Computing for Next Generation Wireless Networks, October, 2022
- Hui Sun, Bo Zhang, Xiuye Zhang, Ying Yu, Kewei Sha, Weisong Shi,FlexEdge: Dynamic Task Scheduling for a UAV-based On-Demand Mobile Edge Server, IEEE Internet of Things Journal, Vol. 9, No. 17, September 2022. pp. 15983-16005.
- Yang Ming, Chenhao Wang, Hang Liu, Yi Zhao, Jie Feng, Ning Zhang, Weisong Shi,Blockchain-Enabled Efficient Dynamic Cross-Domain Deduplication in Edge Computing, IEEE Internet of Things Journal, Vol. 9, No. 17, September 2022. pp. 15639-15656
- Yusen Wu, Jinghui Liao, Phuong Nguyen, Weisong Shi, Yelena Yesha, Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain,, in Proceedings of 2022 IEEE International Conference on Edge Computing and Communication (Edge), July 12-15, 2022. Hybrid. Spain.
- Baofu Wu, Yuankai He, Zheng Dong, Jian Wan, Jilin Zhang, and Weisong Shi,To Turn or Not To Turn, SafeCross is the Answer,, in Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems (ICDCS), July 10-13, 2022, Bologna, Italy.
- Zhe Jiang, Kecheng Yang, Neil Audsley, Nathan Fisher, Weisong Shi, and Zheng Dong, BlueScale: A Scalable Memory Architecture for Predictable Real-Time Computing on Highly Integrated SoCs, in Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC), July 10-14, 2022, San Franscisco, USA.
- Lanyu Xu, Arun Iyengar and Weisong Shi, NLUBroker: A QoE-driven Broker System for Natural Language Understanding Services, ACM Transactions on Internet Technology, Vol. 22, No. 3, August 2022.
- Sidi Lu, Yongtao Yao, Bing Luo, Zhifeng Yu, Dalong Li, and Weisong Shi, EdgeWare: Toward Extensible and Flexible Middleware for Connected Vehicle Services, CCF Transactions on High Performance Computing, May 2022.
- Jinghui Liao, Fengwei Zhang, Wenhai Sun, and Weisong Shi, Speedster: An Efficient Multi-party State Channel via Enclaves, in Proceedings of the 17th ACM ASIA Conference on Computer and Communications Security(AsiaCCS), May 30 - June 3, 2022, Nagasaki, Japan.
- Cong Gao, Geng Wang, Weisong Shi, Zhongmin Wang and Yanping Chen,Autonomous Driving Security: State-of-the-Art and Challenges, IEEE Internet of Things Journal, Vol. 9, No. 10, May 2022. pp. 7572-7595.
- Sidi Lu, Nejib Ammar, Akila Ganlath, Haoxin Wang, and Weisong Shi, A Comparison of End-to-End Architectures for Connected Vehicles, in Proceedings of the fifth International Conference on Connected and Autonomous Driving(MetroCAD), April 29, 2022, Detroit, USA.
- Blesson Varghese, Nan Wang, David Bermbach, Cheol-Ho Hong, Eyal de Lara, Weisong Shi, Christopher Stewart, A Survey on Edge Performance Benchmarking, ACM Computing Surveys, Vol. 54, No. 3, April 2022.
- Shihong Hu, Weisong Shi, and Guanghui Li, CEC: A Containerized Edge Computing Framework for Dynamic Resource Provisioning, accepted by IEEE Transactions on Mobile Computing, January, 2022
- Zhenyu Fan, Wang Yang, Jing Cao, and Weisong Shi, Serving at the Edge: An Edge Computing Service Architecture Based on ICN, ACM Transactions on Internet Technology, Vol. 22, No. 1, 2022
- Sidi Lu, Baofu Wu, Xiaoda Cong, Yongtao Yao and Weisong Shi, SafeCampus: Multimodal-based Campus-wide Pandemic Forecasting, IEEE Internet Computing Magazine, Vol. 25, No. 1, Jan/Feb 2022.
- Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulous, Sidi Lu, Weisong Shi, Xiang Chen SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection, in Proceedings of the IEEE Winter Conference of Applications on Computer Vision(WACV), January 4-8, 2022, Waikoloa, Hawaii.
2021
- Weisong Shi and Liangkai Liu, Computing Systems for Autonomous Driving, Springer, ISBN-13: 978-3030815639, November 2021.
- Jinghui Liao, Bo Chen and Weisong Shi, TrustZone Enhanced Plausibly Deniable Encryption System for Mobile Device , in Proceedings of the Fourth ACM/IEEE Workshop on Security and Privacy in Edge Computing (EdgeSP), December 17, 2021. San Jose, USA.
- Blesson Varghese, Eyal de Lara, Aaron Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis, Revising the Arguments for Edge Computing Research, IEEE Internet Computing Magazine, Vol. 25, No. 5, Sep/Oct 2021. pp. 36-42.
- Quyuan Luo, Changle Li, Tom H. Luan and Weisong Shi, Self-Learning based Computation Offloading for Internet of Vehicles: Model and Algorithm, IEEE Transactions on Wireless Communications (TWC), Vol. 20, No. 9, September 2021.
- Yongtao Yao, Tony Geara, and Weisong Shi, Impact of COVID19 on City-Scale Transportation and Safety: An Early Experience from Detroit, Elsevier Smart Health, September 2021.
- Shihong Hu, Guanghui Li, and Weisong Shi, LARS: A Latency-aware and Real-time Scheduling Framework for Edge-enabled Internet of Vehicles, IEEE Transactions on Service Computing, August 2021.
- Quyuan Luo, Shihong Hu, Changle Li, Guanghui Li, and Weisong Shi, Resource Scheduling in Edge Computing: A Survey, IEEE Communications Surveys and Tutorials, Vol. 23, No. 4, pp. 2131-2165. 2021.
- Tianze Wu, Baofu Wu, Sa Wang, Liangkai Liu, Shaoshan Liu, Yungang Bao, Weisong Shi, Oops! It's Too Late. Your Autonomous Driving System Needs a Faster Middleware, accepted by IIEEE Robotics and Automation Letters (RA-L), Vol. 6, No. 4, pp. 7301-7308, October 2021.
- Lanyu Xu, Arun Iyengar and Weisong Shi, ChatCache: A Hierarchical Semantic Redundancy Cache System for Conversational Services at Edge, in Proceedings of the IEEE International Conference on Cloud Computing(Cloud), Sep. 5-10, 2021, Virtual.
- Liangkai Liu, Shaoshan Liu and Weisong Shi, 4C: A Computation, Communication, and Control Co-Design Framework for CAVs, IEEE Wireless Communication Magazine, August 2021.
- Huizi Xiao; Jun Zhao; Qingqi Pei; Jie Feng; Lei Liu; Weisong Shi, Vehicle Selection and Resource Optimization for Federated Learning in Vehicular Edge Computing, accepted by IEEE Transactions on Intelligent Transportation Systems (TITS), June 2021.
- Yanming Chen, Xiang Wen, Yiwen Zhang, and Weisong Shi, CCPrune: Collaborative Channel Pruning for Learning Compact Convolutional Networks, Neurocomputing, Vol. 451, September 2021, pp. 35-45.
- Robert Reynolds, Ana Djuric, Meina Zhu, Weisong Shi, Thomas Palazzolo, Using Cobots, Virtual Worlds, and Edge Intelligence to Support On-Line Learning , in Proceedings of the 23rd International Conference on Human-Computer Interaction (HCI), July 24-29, 2021, Washington DC, USA.
- Sidi Lu, Yongtao Yao and Weisong Shi, CLONE: Collaborative Learning on the Edges, IEEE Internet of Things Journal, Vol. 8, No. 13, July 2021, pp. 10222-10236.
- Huizi Xiao, Qingyang Zhang, Qingqi Pei, and Weisong Shi,, Privacy-Preserving Neural Network Inference Framework via Homomorphic Encryption and SGX, in Proceedings of the the 41st IEEE International Conference on Distributed Computing Systems(ICDCS), July 7-10, 2021, Virtual.
- Qingyang Zhang, Hong Zhong, Weisong Shi, Lu Liu, A Trusted and Collaborative Framework for Deep Learning in IoT, Computer Networks, Vol. 193, July 2021.
- Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari, Study of Interconnect Errors, Network Congestion, and Applications Characteristics for Throttle Prediction on a Large Scale HPC System, Journal of Parallel and Distributed Computing (JPDC), Vol. 153, July 2021. pp, 29-43.
- Sidi Lu and Weisong Shi, The Emergence of Vehicle Computing, IEEE Internet Computing Magazine, May/June 2021.
- Liangkai Liu, Sidi Lu, Ren Zhong, Baofu Wu, Yongtao Yao, Qingyang Zhang, Weisong Shi, Computing Systems for Autonomous Driving: State-of-the-Art and Challenges, IEEE Internet of Things Journal, Vol. 8, No. 8, April 2021. pp. 6469-6486.
- Prabhjot Kaur, Samira Taghavi, Zhaofeng Tian, and Weisong Shi, A Survey on Simulators for Testing Self-Driving Cars, in Proceedings of the fourth International Conference on Connected and Autonomous Driving(MetroCAD), April 29, 2021, Virtual.
- Raef Abdallah and Weisong Shi, SafeOverPass: An Edge-based Low-Clearance Overpass Warning System, in Proceedings of the fourth International Conference on Connected and Autonomous Driving(MetroCAD), April 29, 2021, Virtual.
- Quyuan Luo, Changle Li, Tom H. Luan and Weisong Shi, Minimizing the Delay and Cost of Computation Offloading for Vehicular Edge Computing, accepted by IEEE Transactions on Services Computing, March 2021.
- Qingyang Zhang, Hong Zhong, Jie Cui, Lingmei Ren and Weisong Shi, AC4AV: A Flexible and Dynamic Access Control Framework for Connected and Autonomous Vehicles, IEEE Internet of Things Journal, Vol. 8, No. 3, Feb. 2021, pp. 1946-1958.
2020
- Congfeng Jiang, Yitao Qiu, Weisong Shi, Zhefeng Ge, Jiwei Wang, Shenglei Chen, Christophe Cerin, Zujie Ren, Guoyao Xu and Jiangbin Lin,Characterizing Co-located Workloads in Alibaba Cloud Datacenters, accepted by IEEE Transactions on Cloud Computing, October 2020.
- Quyuan Luo, Changle Li, Tom Luan, Weisong Shi, Collaborative Data Scheduling for Vehicular Edge Computing via Deep Reinforcement Learning, IEEE Internet of Things Journal, Vol. 7, No. 10, October. 2020. pp.9637-9650.
- 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.
- Sidi Lu, Xin Yuan and Weisong Shi, EdgeCompression: An Integrated Framework for Compressive Imaging Processing on CAVs, in Proceedings of the Fifth ACM/IEEE Symposium on Edge Computing (SEC), November 11-13, 2020.
- Lanyu Xu, Arun Iyengar and Weisong Shi, CHA: A Caching Framework for Home-based Voice Assistant Systems, in Proceedings of the Fifth ACM/IEEE Symposium on Edge Computing (SEC), November 11-13, 2020.
- Samira Taghavi and Weisong Shi, EdgeMask: An Edge-based Privacy Preserving Service for Video Data Sharing, in Proceedings of the 3rd Workshop on Security and Privacy in Edge Computing (EdgeSP), November 13, 2020.
- Bodong Shang, Shiyan Liu, Sidi Lu, Yang Yi, Weisong Shi, and Lingjia Liu, A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks, in Proceedings of the first Workshop on Edge Computing and Communications (EdgeComm), November 13, 2020.
- Quyuan Luo, Changle Li, Tom Luan, Weisong Shi, Collaborative Data Scheduling for Vehicular Edge Computing via Deep Reinforcement Learning, IEEE Internet of Things Journal, Vol. 7, No. 10, October. 2020. pp.9637-9650.
- 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,, IEEE Internet of Things Journal, Vol. 7, No. 10, October 2020. pp. 9291-9302.
- 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.
- 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
- 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
- Lin Wang, Qingyang Zhang, Youhuizi Li, Hong Zhong and Weisong Shi, MobileEdge: Enhancing On-board Vehicle Computing Units using Mobile Edges for CAVs, in Proceedings of the 25th International Conference on Parallel and Distributed Systems(ICPADS), December 4-6, 2019, Tianjin, China.
- 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.
- Hui Sun, Weisong Shi, Xu Liang, Ying Yu, VU: Edge Computing-Enabled Video Usefulness Detection and Its Application in Large-Scale Video Surveillance Systems, accepted by IEEE Internet of Things Journal, August 2019.
- 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, accepted by Future Generation Computer Systems, August 2019.
- 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, NLUBroker: 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.
- 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.
- 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.
- Qingyang Zhang, Quan Zhang, Weisong Shi and Hong Zhong, Distributed Collaborative Execution on the Edges and Its Application on AMBER Alerts,accepted by IEEE Internet of Things Journal. Feb. 2018
- 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 20000+ 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.
2016
- Quan Zhang, Mu Qiao, Ramani Routray, and Weisong Shi, H2O: A Hybrid and Hierarchical Outlier Detection Method for Large Scale Data Protection, in Proceedings of 2016 IEEE BigData, Washington D.C., USA. Dec. 5-8, 2016.
- Youhuizi Li, Weisong Shi, Congfeng Jiang, Jilin Zhang and Jian Wan, Energy Efficiency Analysis of Heterogeneous Platforms: Early Experiences, in Workshop Proceedings of the 7th International Green and Sustainable Computing (IGSC), Hangzhou, China. Nov. 7-9, 2016.
- Congfeng Jiang, Dongyang Ou, Yumei Wang, Xindong You, Jilin Zhang, Jian Wan, Bing Luo and Weisong Shi, Energy Efficiency Comparison of Hypervisors, in Proceedings of the 7th International Green and Sustainable Computing (IGSC), Hangzhou, China. Nov. 7-9, 2016.
- Qingyang Zhang, Zhifeng Yu, Weisong Shi and Hong Zhong, Demo Abstract: EVAPS: Edge Video Analysis for Public Safety, in Proceedings of 1st IEEE/ACM Symposium on Edge Computing (SEC), Washington DC, Oct 27-28, 2016.
- Mung Chiang and Weisong Shi (Editors), NSF Workshop Report on Grand Challenges in Edge Computing, Washington DC, October 26, 2016.
- Weisong
Shi, Jie Cao, Quan Zhang, Youhuizi Li and Lanyu Xu, Edge Computing: Vision and Challenges, IEEE Internet of Things Journal, Vol. 3, No. 5, October 2016, pp. 637-646.(Highly Cited Article)
- Quan Zhang, Xiaohong Zhang, Weisong Shi, Qingyang Zhang and Hong Zhong, Firework: Big Data Sharing and Processing in Collaborative Edge Environment, in Proceedings of 4th IEEE Workshop on Hot Topics in Web Systems and Technologies (HotWeb), Washington DC, Oct. 24-25, 2016.
- Quan Zhang, Yang Song, Ramani R. Routray and Weisong Shi, Adaptive Block and Batch Sizing for Batched Stream Processing System, in Proceedings of 13th IEEE International Conference on Autonomous Computing (ICAC), July 19-22nd, 2016.
- Zujie Ren, Biao Xu, Weisong Shi, Yongjian Ren, Feng Cao and Jiangbin Lin, iGen: A Realistic Request Generator for Cloud File Systems Benchmarking, in Proceedings of IEEE CLOUD 2016, June 27-July 2 , 2016. San Francisco, USA.
- Lanyu Xu, Heather Ann Fritz and Weisong Shi, User Centric Design for Aging Population: Early Experiences and Lessons, in Proceedings of the 1st IEEE Conference on Connected Health: Applications, Systems, and Engineering Technologies (CHASE 2016), June 27-29, 2016. Washington DC.
- Lingmei Ren, Weisong Shi, Zhifeng Yu and Zheng Liu, Real-time Energy-efficient Fall Detection based on SSR Energy Efficiency Strategy, International Journal of Sensor Networks (IJSNet), Vol. 20, No. 5, 2016. pp.243-251.
- Weisong Shi and Schahram Dustdar, The Promise of Edge Computing, IEEE Computer Magazine, Vol. 29, No. 5, pp. 78-81. May 2016. (Most Downloaded Publication Award)
- Bing Luo, Shinan Wang, Weisong Shi and Yanfei He, eCope: Workload-aware Elastic Customization for Power Efficiency of High-End Servers, IEEE Transactions on Cloud Computing, Vol. 4, No. 2, April-June 2016.
- Guosai Wang, Shuhao Wang, Bing Luo, Weisong Shi, Yinghang Zhu, Wenjun Yang, Dianming Hu, Longbo Huang, Xin Jin, Wei Xu, Increasing Large-Scale Data Center Capacity by Statistical Power Control, in Proceedings of EuroSys 2016. London UK, April 18-21, 2016.
- Quan Zhang and Weisong Shi, Energy-Efficient Workload Placement in Enterprise Datacenters, IEEE Computer Magazine, Vol. 29, No. 2, pp. 46-52, 2016.
- Shinan Wang, Bing Luo, Weisong Shi and Devesh Tiwari, Application Configuration Selection for Energy-Efficient Execution on Multicore Systems, Journal of Parallel and Distributed Computing (JPDC), Vol. 87, January 2016, Pp. 43-54.
2015
- Lena
Mashayekhy, Mahyar Movahed Nejad, Daniel Grosu, Quan Zhang and Weisong
Shi, Energy-aware Scheduling of MapReduce Jobs for Big Data
Applications, IEEE Transactions on Parallel and Distributed Systems, Vol. 26, No. 10, October 2015.
- Jie Cao, Mingyang Xu, Weisong Shi, Zhifeng Yu, Abdulbaset Salim and Paul Kiilgore, MyPalmVein: A Palm Vein-based Low-cost Mobile Identification System For Wide Age Range, in Proceedings of 2015 IEEE 17th International Conference on e-Health Networking, Applications and Services (HealthCom), Oct 14-16, 2015. (Best Student Paper Award)
- Song
Huang, Song Fu, Quan Zhang and Weisong Shi, Characterizing Disk
Failures with Quantified Disk Degradation Signatures: An Early
Experience, in Proceedings of 2015 IEEE International Symposium on
Workload Characterization (IISWC), Atlanta, GA. Oct 4-6, 2015.
- Zujie Ren, Xiaohong Zhang and Weisong Shi, Resource Scheduling in Data-Centric Systems,
in Handbook on Data Centers, S. U. Khan and A. Y. Zomaya, Eds., March 2015, pp. 1307-1330. Springer-Verlag, New York, USA.
- Grace Metri, Weisong Shi and Monica Brockmeyer, Energy-Efficiency Comparison of Mobile Platforms and Applications: A Quantitative Approach, in
Proceedings of the Sixteenth Workshop on Mobile Computing Systems and
Applications (HotMobile), Sante Fe, NM. Feb. 12-13, 2015.
- Lingmei Ren and Weisong Shi, Chameleon: Personalized and Adaptive Fall Detection of Elderly People in Home-based Environments, accepted by International Journal of Sensor Networks (IJSNet), January 2015.
- Michellle Rogers, Guoyao Xu, Carol J. Miller, Shawn P. McElmurry, Weisong Shi, Yang Wang, Caisheng Wang, Stephen Miller and Cheng-Zhong Xu, HERO: A Smart-Phone Application for Location Based Emissions Estimates, accepted by Sustainable Computing: Informatics and Systems. [software]
2014
- Quan Zhang, Grace Metri, Sudharsan Raghavan and Weisong Shi, RESCUE: An Energy-Aware Scheduler for Cloud Environments,
accepted by Sustainable Computing: Informatics and Systems special
issue on Energy-Aware Resource Management and Scheduling (EARMS),
Volume 4, Issue 4, December 2014, Pages 215–224.
- Youhuizi Li, Bing Luo, Hui Chen and Weisong Shi, One Charge for One Week: Hype or Reality?,
in Proceedings of the 2014 International Green Computing Conference (IGCC),
Dallas, TX USA, November 3-5, 2014.
- Zujie Ren, Weisong Shi and Jian Wan,Towards Realistic Benchmarking in Cloud
File Systems: Early Experiences, in Proceedings of 2014
IEEE International Symposium on Workload
Characterization (IISWC), Raleigh, NC, Oct. 26-28, 2014.
- Jie Cao, Lingmei Ren, Weisong Shi and Zhifeng Yu, A Framework for Component Selection in Collaborative Sensing Application Development,
in Proceedings of 10th IEEE Conference on Collaborative Computing: Networking, Applications and Worksharing, Oct 22-25, 2014.
Miami, USA.
- Grace
Metri, Weisong Shi, Monica Brockmeyer and Abhishek Agrawal, BatteryExtender: An Adaptive User-Guided
Tool for Power Management of
Mobile Devices, in Proceedings of the
2014 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (UbiComp 2014), Seattle, USA, Sep.
13-17, 2014. Best Paper Nominee Award.
- Youhuizi Li, Hui Chen and Weisong Shi, Power Behavior Analysis of Mobile
Applications using Bugu, Sustainable
Computing: Informatics
and
Systems, Volume 4, Issue 3, September 2014, Pages 183–195.
- Yong Xi, Loren Schwiebert and Weisong Shi, Privacy Preserving
Shortest Path Routing with an Application to Navigation, Pervasive and Mobile
Computing, Vol. 13, August 2014, pp.142-149.
- Zujie
Ren, Jian Wan, Weisong Shi, Xianghua Xu and Min Zhou, Workload
Analysis, Implications and Optimization on a Production Hadoop Cluster:
A Case Study on Taobao, IEEE
Transactions on Services
Computing, Vol. 7, No. 2, April-June 2014.
pp.307-321.
- Mark
A. Lumley, Weisong Shi, Clairy Wiholm, Richard B. Slatcher, Helene
Sandmark, Shinan Wang, Anders Hytter and Bengt B. Arnetz, The
Relationship of Chronic and Momentary Work Stress to Cardiac Reactivity
in Women Managers: Feasibility of a Smart Phone-Assisted Assessment
System, accepted by Psychosomatic
Medicine: Journal of Biobehavioral Medicine. May 2014.
- Guisi Ni, Weisong Shi and Prashant Mahajan, Appurtenant: Enhancing Completeness and
Efficiency of Bidirectional Patient-Physician Communication Using
Automatic Speech Recognition, in Proceedings of Mobile
Augmented Reality and Robotic Technology-based Systems (MARS 2014), in
conjunction with MobiSys, June 16, 2014, Bretton Woods, NH.
- Shinan Wang, Software Power Analysis and Optimization
for Power-Aware Multicore Systems, Ph.D.
Dissertation, February 2014. [Software]
2013
- Tung Nguyen and Weisong Shi, MapReduce in the Cloud: Data
Location-Aware Virtual Machine Scheduling, ZTE
Communications, December 2013. .
- Jianfeng Zhan, Lei Wang, Xiaona Li,
Weisong Shi, Chuliang Weng and Wenyao Zhang, Cost-aware
Cooperative
Resource Provisioning for Heterogeneous Workloads in Data Centers, IEEE Transactions on
Computers, Vol. 62, No. 11, November 2013. pp. 2155-2168.
- Weisong Shi, Shinan Wang and Bing Luo, CPT:
An Energy Efficiency
Model for
Multicore Computer Systems, in
Proceedings of the 5th Workshop on Energy-Efficient Design, in
conjunction with ACM/IEEE ISCA-39, Tel-Aviv, Israel, June 23, 2013.
- Tung Nguyen, Jingwen Zhang and Weisong Shi, SPBD: Streamlining Big Data Processing in
Cloud Environments, ZTE
Communications, Vol. 5, No. 2 June 2013.
- Pradeep
M. Hettiarachchi, Nathan Fisher, Masud Ahmed,
Le-Yi Wang, Shinan Wang and Weisong Shi, A Design and
Analysis Framework of Thermal-Resilient Hard-Real-Time Systems,
accepted by ACM
Transactions on Embedded Computing
Systems. June
2013.
- Sheng Gao,
Jianfeng Ma, Weisong Shi, Guoxing Zhan and
Cong Sun, TrPF: A Trajectory Privacy-Preserving
Framework for Participatory Sensing, IEEE
Transactions on Information Forensics & Security, Vol. 8,
No. 6, June 2013. pp. 874-887.
- Quan Zhang, Lingmei Ren and Weisong
Shi, HONEY: A
Multimodality Fall Detection and Telecare System,
in Telemedicine and e-Health,
Vol. 19, No. 5, May 2013, pp. 415-29.
- Guoxing Zhan and Weisong Shi, LOBOT: Low-Cost, Self-Contained
Localization of Small-Sized Ground Robotic Vehicles, IEEE Transactions on
Parallel and
Distributed Systems, Vol. 24, No.4, April 2013. selected
as the
Spotlight paper for April 2013. [Popular Science]
- Youhuizi Li, Hui Chen and Weisong Shi, Bugu: An Application Level Power Profiler
and Analyzer for Mobile Devices, ACM HotMobile 2013 Poster,
Febuary 26-27 2013, Jekyll Island, GA, USA. [poster]
- Lingjun
Fan, Weisong Shi and Dongrui Fan,
Low
Power Cache Architectures with Hybrid Approach of Filtering Unnecessary
Way Accesses, in
Proceedings of the 2013 International Workshop on Programming Models
and Applications on Multicores and Manycores (PMAM), in conjunction
with PPoPP
2013, February 23 2013, Shenzhen, China.
- Ying Song, Yuzhong Sun and Weisong Shi, A Two-Tiered On-Demand Resource Allocation
Mechanism for VM-Based Data Centers, IEEE Transactions on Services Computing,
Vol. 6, No. 1, Jan-Mar 2013, pp. 116-129.
2012
- Sheng
Gao, Jianfeng Ma, Weisong Shi and Guoxing Zhan, LTPPM: Location and
Trajectory Privacy Protection Mechanism in Participatory Sensing,
accepted by Wireless
Communications and Mobile Computing,
November 2012.
- Shinan Wang, Youhuizi Li,
Weisong Shi, Lingjun Fan and Abhishek Agrawal, Safari: Function-level Power Analysis
using Automatic Instrumentation, in Proceedings of the 3rd International
Conference on Energy-aware Computing (ICEAC), December 3-5, 2012.
Cyprus. [Software]
- Grace Metri, Abhishek Agrawal, Ramesh Peri and Weisong Shi, What is Eating UP Battery Life on My Smarthopone: A Case Study, in Proceedings of the 3rd International
Conference on Energy-aware Computing (ICEAC), December 3-5, 2012.
Cyprus.
- Zujie
Ren, Xianghua Xu, Jian Wan, Weisong
Shi and Min Zhou, Workload
Characterization on a Production Hadoop Cluster: A Case Study on
Taobao, 2012 IEEE International Symposium on Workload
Characterization (IISWC), November 4-6, 2012, San Diego, USA. Best
Paper Award.
- Lingjun Fan, Yuanchao Xu, Weisong Shi,
Dongrui and Jie Lou, Low Power Cache Architecture with
Hybrid Approach of Filtering Unnecessary Way Access, in Proceedings of 2012 National Annual
Conference on High Performance Computing (HPCChina), Oct 27-31, 2012.
ZhangJiaJie, Hunan, China. Best Paper Award.
- Tung Nguyen and Weisong Shi, Improving
Resource Efficiency in Data
Centers using Reputation-based Resource Selection, Sustainable Computing: Informatics
and
Systems. Vol. 2, No. 3, September 2012. pp. 138-150.
- Hui Chen, Bing Luo and Weisong Shi, Anole:
A Case for Energy-aware Mobile Application Design, in Proceedings of the 1st International
Workshop on Power-Aware
Systems and Applications, September 2012.
- Zujie Ren, Zhijun Liu, Xianghua Xu, Jian
Wan, Weisong Shi and Min Zhu, WaxElephant:
A Realistic Hadoop Simulator
for Parameters Tuning and Scalability Analysis, in Proceedings
of
ChinaGrid 2012.
- Grace Metri, Soumyasudharsan Srinivasaraghavan and Weisong
Shi, Experimental
Analysis of Application
Specific Energy Efficiency of Data Centers with Heterogeneous Servers, in Proceedings of 2012 5th IEEE International Conference on Cloud Computing (Cloud '12), June
24-29, Honolulu, Hawaii, USA.
- Tieying Zhang, Xueqi Cheng and Weisong Shi, P2P Streaming Content Delivery Systems, Chapter 3 of Next Generation Content Delivery Infrastructures: Emerging Paradigms and Technologies, edited by Giancarlo Fortino and Carlos E. Palau, June 2012. pages 55-77.
- Lingmei Ren, Quan Zhang and Weisong Shi, Low-Power
Fall Detection in Home-based
Environments, in Proceedings of the 2nd ACM Mobihoc
Workshop on
Pervasive Wireless Healthcare, June 11-14, 2012, SC, USA.
- Guoxing Zhan, Weisong Shi and Julia Deng, Design and Implementation of
TARF: A Trust-Aware Routing Framework for
WSNs, IEEE
Transactions
on Dependable and Secure Computing, Vol. 9, No. 2, March/April
2012. pp. 184-197.
- Pradeep
M. Hettiarachchi, Nathan Fisher, Masud Ahmed,
Le-Yi Wang, Shinan Wang and Weisong Shi, The Design and Analysis of
Thermal-Resilient Hard-Real-Time Systems, in
Proceedings
of the
18th IEEE Real-Time and Embedded Technology and Applications Symposium
(RTAS 2012), Beijing, China, April 16-19, 2012.
- Huajian
Mao, Nong Xiao, Weisong Shi and Yutong Lu, Wukong: A Cloud-Oriented
File Service for Mobile Internet Services, Journal of
Parallel and Distributed Computing, Vol. 72, No. 2, Feb. 2012.
pp. 171-184.
- Tieying Zhang, Xueqi Cheng, Jianming Lv,
Zhenghua Li and Weisong Shi,
Providing
Hierarchical Lookup Service for P2P-VoD Systems, ACM Transactions on Multimedia Computing,
Communications and Applications, Vol.
8, No. 1, Feb. 2012.
- Guoxing Zhan and Weisong Shi, An Elastic, Privacy-preserving
Participatory Sensing Platform System and its Health Care Applications,
Technical Report MIST-TR-2012-001, February 2012.
- Lei Wang, Jianfeng Zhan, Weisong Shi and
Yi Liang, In Cloud, Can
Scientific Communities Benefit from the Economies of Scale? IEEE Transactions on
Parallel and Distributed Systems, Vol. 23, No.2, Feb. 2012, pp.296-303.
- Hui Chen, Youhuizi Li
and Weisong Shi, Fine-Grained Power
Management Using Process-level Profiling,
Sustainable
Computing: Informatics and Systems, Vol. 2, No. 1, March 2012.
pp. 33-42.
2011
- Sheng Gao, Jianfeng Ma, Weisong Shi and
Guoxing Zhan, Towards Location and Trajectory Privacy
Protection in
Participatory Sensing, Proceedings of MobiCASE 2011 (6 pages
poster),
Los Angles, USA, Oct 24-27, 2011.
- Dajun Lu, Guoxing Zhan, Shinan Wang,
Weisong Shi, Clairy Wiholm and Bengt B. Arnetz, StressBar:
A System for Stress Information Collection, in Proceedings
of the Wireless Health
2011, La Jolla, CA, Oct 11-13, 2011.
- Guoxing
Zhan, Weisong Shi and Julia Deng, SensorTrust: A
Resilient Trust Model
for Wireless Sensing Systems, Elsevier Pervasive and Mobile
Computing, Vol. 7, No. 4, August 2011, pp. 509-522.
- Bao Xianqiang, Xiao Nong, Shi Weisong, Liu
Fang, Mao Huajian and Zhang Hang, SyncViews: Toward Consistent User Views in
Cloud-based File Synchronization Services, in Proceedings of
ChinaGrid 2011, Dalian, August 2011.
- Hui Chen, Shinan Wang and Weisong Shi,
Where Does the Power Go in a Computer System: Experimental Analysis and
Implications, PMP 2011, July 2011.
- Xu Liu, Jianfeng Zhan, Kunlin Zhan,
Weisong Shi, Lin Yuan, Dan Meng and Lei Wang, Automatic Performance Debugging of SPMD-style Parallel Programs,
Journal of Parallel and
Distributed Computing, Vol. 71, No. 7, July 2011.
- Tung Nguyen, Weisong Shi and Douglas
Ruden, CloudAligner: A fast and
full-featured MapReduce based tool for Sequence Mapping, BMC Research Notes,
June 2011, 4:171. (highly
accessed) [Software]
- Delyan Raychev, Youhuizi Li and Weisong
Shi, The Seventh Cell of a Six-Cell
Battery, in Proceedings of the third Workshop on
Energy-Efficient Design (WEED 2011), June 5, 2011, in conjunction with
ISCA 2011.
- Tung Nguyen and
Weisong Shi, Toward Waste-Free
Cloud Computing, Technical Report MIST-TR-2011-002,
March
2011.
- Hui Chen and Weisong Shi, Power
Measurement and Profiling: State-of-the-Art, Handbook on
Energy-Aware
and Green Computing, edited by Ishfaq Ahmad and Sanjay Ranka, Chapman
and Hall/CRC Press Taylor and Francis Group LLC. Early 2011.
- Shinan Wang, Hui Chen and Weisong Shi, SPAN: A Software Power Analyzer for
Multicore Computer Systems, Elsevier Sustainable
Computing: Informatics and Systems, Vol. 1, No.1, pp. 23-34,
January
2011. [software]
2010
- Zhifeng Yu, Chenjia
Wang and Weisong Shi, Failure-aware
Workflow Scheduling in Cluster Environments, Cluster
Computing Journal, Volume 13, No. 4, 2010, pp. 421-434.
- Safwan Al-Omari and Weisong Shi, Incremental
Sensor Node Deployment for Low Cost and Highly Available WSNs,
in Proceedings of MSN 2010, December 20-22, 2010, Hangzhou, China.
- Shinan Wang, Weisong Shi, Bengt B. Arnetz
and Clairy Wiholm, SPARTAN: A Framework for Smart Phone
Assisted Real-Time Healthcare Network Design, in Proceedings
of CollaborateCom 2010, Chicago, Oct 2010.
- Ling Liu and Weisong
Shi, Trust
and Reputation Management, IEEE
Internet Computing
Magazine, Sep/Oct 2010.
- Hui Chen, Shinan Wang
and Weisong Shi, Where Does the Power Go in a Computer
System: Experimental Analysis and Implications, Technical Report
MIST-TR-2010-004, June 2010. (Technical Report Version)
- Tung Nguyen, Anthony Cutway
and Weisong Shi, Differentiated
Replication Strategy in Data Centers,
in Proceedings of the 7th IFIP International Conference on Network and
Parallel Computing (NPC 2010), Sep 13-15, 2010, Zhenzhou,
China.
- Tung Nguyen and Weisong Shi,
Improving Resource Efficiency
in Data Centers using Reputation-based Resource Selection,
in "The Work in Progress in
Green Computing" (WIPGC)
workshop, in conjunction with IEEE the first International Green
Computing Conference (IGCC), August 15-18, 2010, Chicago, USA.
- Huajian Mao, Nong Xiao,
Weisong Shi, Yutong Lu, Wukong:
A Cloud-Oriented File Service for Mobile Internet Devices,
in Proceedings of the 7th International Conference on Services
Computing (SCC 2010), July 5-10, 2010, Miami, USA.
- Hongmei Deng, Guang
Jin, Roger Xu, Weisong Shi and Felicia Harlow, Ensuring Data Integrity through Trust in
Wireless Sensor Networks, SPIE Defense, Security and Sensing,
April 5-9, 2010, Orlando.
- Zhifeng Yu and Weisong
Shi, Queue
Waiting Time Aware Dynamic Workflow
Scheduling in Multicluster Environments, Journal of
Computer Science and Technology, Vol. 25, No. 4, July 2010, March 2010.
- Weisong Shi and Xueyan
Tang, Data
Quality Management in Wireless Sensor Networks: Guest Editorial,
in International Journal of Sensor Networks, Vol. 7, No. 3, 2010.
- Kewei
Sha, Shinan Wang and Weisong Shi, RD4: Role-Differentiated Cooperative
Deceptive Data
Detection and Filtering in VANETs, IEEE
Transactions on Vehicular Technologies, Vol. 59, No. 3, pp.
1183-1190,
March 2010.
- Guoxing Zhan, Weisong
Shi and Hongmei Deng, TARF: A Trust-Aware Routing Framework for
Wireless Sensor Networks,
in Proceedings of 7th European Conference on Wireless Sensor
Networks (EWSN), Feb. 17-19, 2010.
- Z. Liang and W. Shi, TRECON: A
Trust-based Economic Framework for Efficient Internet Routing,
IEEE Transactions on Systems,
Man and Cybernetics, part A, Vol. 40, No. 1., pp. 52-67, January 2010.
- Z. Liang and W. Shi, A
Reputation-driven Scheduler for Autonomic and Sustainable Resource
Sharing in Grid Computing, Journal
of Parallel and Distributed
Computing, Vol.
70, No. 2, pp. 111-125, February 2010.
2009
- Lei Wang, Jianfeng
Zhan, Weisong Shi, Yi Liang, and Lin Yuan, In
Cloud, Do MTC or HTC Service Providers Benefit from the Economics of
Scale?
in Proceedings of 2nd Workshop on Many-Task Computing on Grids and
Supercomputers, Co-located with ACM/IEEE SC09, Portland, Oregon,
November 16, 2009.
- Brandon Szeliga, Tung
Nguyen and Weisong Shi, DiSK: A Distributed Shared Disk Cache for
HPC Environments, in Proceedings of the 5th CollaborateCom,
Washington D.C., Nov 12-14, 2009.
- Guoxing Zhan, Weisong
Shi and Julia Deng, SensorTrust: A Resilient Trust Model for
Wireless Sensing Systems, in Proceedings of the ACM SenSys
2009 (poster abstract), Berkeley, CA, November 4-6, 2009.
- Thanh Do, Suhib
Rawshdeh and Weisong Shi, pTop: A
Process-level Power Profiling Tool,
in Proceedings of the 2nd Workshop on Power Aware Computing and Systems
(HotPower'09), Big Sky, MT, October 10, 2009. [Software]
- Ling Liu and Weisong
Shi, Trust and Reputation Management in Future
Computing Systems and
Applications: Guest Editorial, Journal of Computer Science
and
Technology, September 2009.
- Jayashree Ravi, Zhifeng Yu and
Weisong Shi, A
Survey on Dynamic Web Content Generation and Delivery Techniques,
Elsevier Journal of Network and
Computer Applications,
Vol. 32, No. 5, pp. 943-960, September 2009.
- Ying Song, Yanwei
Zhang, Yuzhong Sun and Weisong Shi, Utility
Analysis for Internet-Oriented Consolidation in VM-based Data Centers,
in Proceedings of the 2009 IEEE International Conference on Cluster
Computing (Cluster 2009), New Orleans, Aug. 31 - Sep. 4, 2009.
- Chenjia Wang, Kevin
Monaghan and Weisong Shi, HACK: A
Health-based Access Control Mechanism for Dynamic Enterprise
Environments, Proceedings of the 2009 IEEE/IFIP
International
Symposium on Trusted Computing and Communications, August 29-31,
2009.
- Junzhao
Du,
Weisong Shi, and Kewei Sha,
Asymmetric-Aware Link Layer Services in Wireless Sensor Networks, Journal of Embedded Computing,
Vol. 3, No. 2, pp. 141-154, 2009.
- Shinan Wang, Kewei Sha and Weisong
Shi, Role-based
Deceptive Data
Detection and Filtering in WSNs, in
Proceedings of
the 8th ACM/IEEE International Conference on Information Processing in
Sensor Networks (IPSN 2009) (two page summary), April 13-16, 2009,
San/Francisco.
2008
- Safwan Al-Omari,
Technical Report MIST-TR-2008-014, Ph.D. Dissertation: Petra:
Toward Dependable and Autonomic Networked Sensor Systems
- Zhifeng Yu, Technical Report
MIST-TR-2008-013, Ph.D. Dissertation:
Toward
Practical Multi-Workflow Scheduling in Cluster and Grid Environments
- Tung Nguyen, Anthony
Cutway and Weisong Shi, Toward
Differentiated Services for Data Centers,
in 8th USENIX Symposium on Operating Systems Design and
Implementation (OSDI WiP session), San Diego, CA, December 7-10,
2008.
- Hanping Lufei, Weisong
Shi and Vipin Chaudhary, Adaptive
Secure Access to Remote Services in Mobile Enviornments, IEEE
Transactions on Services Computing, Vol. 1, No. 1, Jan-Mar
2008.
pp.49-61.
- Kewei Sha, Technical Report
MIST-TR-2008-012, Ph.D. Dissertation: Orchis: Consistency-Driven Data Quality
Management in Sensing Systems
- Weisong Shi and Shinan
Wang, Building Self Adaptive Cyber-Physical Systems Using Unreliable
Components, position paper in National Workshop for
Research on High Confidence Transportation Cyber-Physical
Systems: Automotive, Aviation & Rail, Nov. 18-20, 2008. Washington D.C.
- Yong Xi, Kewei Sha,
Weisong Shi, Loren Schwiebert and Tao Zhang, Probabilistic Adaptive Anonymous
Authentication in Vehicular Networks, Journal
of Computer Science and Technology (JCST), Vol. 23, No. 6, pp.
916-928,
November 2008.
- Kewei Sha, Guoxing
Zhan, Safwan Al-Omari, Tim Calappi, Weisong Shi and Carol Miller, Data Quality and Failures Characterization
of Sensing Data in Environmental Applications, in
Proceedings of CollaborateCom 2008, November 2008.
- Junzhao Du and Weisong Shi, App-MAC: An Application-Aware
Event-Oriented MAC Protocol for Multimodality
Wireless Sensor Networks,
IEEE Transactions on Vehicular
Technology, Vol. 57, No. 6, November 2008. (A full
technical
report version is here).
- Kewei Sha and Weisong Shi, Consistency-Driven
Data Quality Management in Wireless Sensor Networks, Journal
of Parallel and Distributed
Computing, Vol. 68, No. 9, pp. 1207-1221, September 2008.
- Zhifeng Yu and Weisong
Shi, A Planner-Guided Scheduling Strategy for
Multiple Workflow Applications,
in Proceedings of the fourth International Workshop on Scheduling
and Resource Management for Parallel and Distributed Systems, in
conjunction with ICPP 2008, September 8, 2008.
- Hanping Lufei, Weisong Shi and Vipin
Chaudhary, Adaptive Secure Access to Remote Services,
in Proceedings of the 8th IEEE International Conferences on Services
Computing, Honolulu, Hawaii, July 8-11, 2008.
- Kewei Sha, Guoxing Zhan, Weisong Shi, Mark
Lumley, Clairy Wiholm and Bengt Arnetz, SPA: A Smart Phone Assisted Chromic
Illness Self-Management System with Participatory Sensing,
in Proceedings of ACM HealthNet
2008, in conjunction with ACM/USENIX MobiSys 2008, Breckenridge,
Colorado, June 17, 2008.
- Brandon Szeliga,
John
Cavicchio and Weisong Shi, DIMM: A Distributed Metadata Management
for Data-Intensive HPC Environments, in Workshop on
Data-Aware Distributed Computing, in conjunction with HPDC 2008,
Boston, June 24 2008.
- Yong Xi, Weisong Shi,
and Loren Schwiebert, Mobile Anonymity of Dynamic Groups in
Vehicular Networks, Security
and Communication Networks,
Vol. 1, No. 3, May 2008, pp. 219-231.
- Zhengqiang Liang and Weisong Shi, Analysis of Ratings on Trust Inference in
Open Environments, Elsevier Performance Evaluation,
Vol. 65, No. 2, pp. 99-128, Feb. 2008.
2007
- Zhifeng Yu, Chenjia Wang and Weisong Shi, FLAW:
Failure-Aware Workflow Scheduling in
High Performance Computing Environments, Technical Report
MIST-TR-2007-010, November 2007.
- Safwan Al-Omari and Weisong
Shi, Availability
Modeling and
Analysis of Autonomous In-Door WSNs, in Proceedings of the 4th
IEEE
International Conference on Mobile Ad-Hoc and Sensor Systems (MASS), Pisa,
Itlay, Oct 8-11, 2007. (Accept rate: 25%, 67 out of 265).
- Feng Chen, Song Jiang, Weisong
Shi, and Weikuan Yu,
FlexFetch: A Historty-Aware Scheme for I/O Energy
Saving in Mobile Computing, in Proceedings of ICPP 2007, September
10-14, 2007. Xi'an, China.
- Safwan Al-Omari and Weisong
Shi, A
Novel Topology Discovery Service for Self-Organized
WSNs, in Proceedings of 2nd International Conference on
Wireless
Algorithms, Systems, and Applications (WASA 2007), Chicago, IL, August
2007.
- Hanping Lufei, Ph.D. Dissertation: Fractal:
An Application Level Protocol Adaptation Framework for Heterogeneous
Environments
- Safwan Al-Omari and
Weisong Shi, Towards
Highly-Available WSNs for Assisted Living, in Proceedings of HealthNet 2007, in
conjunction with USENIX/ACM MobiSys 2007, June 11-14, San Juan. (Accept
rate: 24%, 12 out of 50).
- Hanping
Lufei and Weisong Shi, Energy-Aware
QoS for Application Sessions across Multiple Protocol
Domains in Mobile Computing, Computer
Networks
(COMNET), Vol. 51, No. 11, 3125-3141, August 2007.
- Kewei Sha and Weisong
Shi, Modeling Data Consistency in Wireless
Sensor Networks, in Workshop Proceedings of ICDCS 2007
(WWASN 2007), Toronto, June 25-29, 2007. (Accept rate: 30%)
- John
P. Walters, Zhengqiang Liang, Weisong Shi, and Vipin Chaudhary, Wireless
Sensor Networks Security: A Survey, book chapter of
Security in Distributed, Grid, and Pervasive Computing, Yang
Xiao (Eds.), Auerbach Publications, pp. 367-410, April 2007.
- Zhifeng Yu and Weisong
Shi, An Adaptive Rescheduling Strategy for Grid
Workflow Applications, in Proceedings of the 21st
IPDPS 2007, Long Beach, Mar 26 -30, 2007. (Accept rate: 26%)
- Yong Xi, Kewei Sha, Weisong Shi,
Loren Schwiebert, and Tao Zhang, Enforcing Privacy Using Symmetric Random
Key-Set in Vehicular Networks, in Proceedings of the 8th
International Symposium on Autonomous Decentralized Systems (ISADS),
Sedona AZ, March 21-23, 2007. (Invited paper)
2006
- Junzhao
Du and Weisong Shi, An
Application-aware Event-Oriented MAC Protocol in Multimodality Wireless
Sensor
Networks, in Proceedings of the 2nd International
Conference on
Mobile Ad-hoc and Sensor Networks (MSN 2006), December 13-15, 2006.
Hong Kong. (Accept rate 30%)
- Safwan Al-Omari and Weisong
Shi, Redundancy
Aware Topology Management in Wireless Sensor Networks, in Proceedings
of the 2nd IEEE CollaborateCom, Atlanta, November 17-20,
2006.
- Kewei
Sha, Yong Xi, Weisong Shi, Loren Schwiebert, and Tao Zhang, Adaptive Privacy-Preserving
Authentication in Vehicular Networks,
in Proceedings of IEEE International Workshop on Vehicle
Communication and Applications, Beijing, Oct 27,
2006.
- Zhengqiang
Liang and Weisong Shi, TRECON:
A Framework for Enforcing Trusted ISP
Peering,
in Proceedings of the 15th IEEE International Conference on
Computer Communications and Networks (ICCCN '06), Arlington,
Oct
9-11, 2006. (32% = 71 of 221).
- Hui Liu, Hanping
Lufei, Weisong Shi, and Vipin Chaudhary, Towards
Ubiquitous Access of Computer-Assisted Surgery Systems,
in Proceedings of the 28th Annual International Conference IEEE
Engineering in Medicine and Biology Society, New York, August 30 ---
September 3, 2006.
- Safwan Al-Omari, Junzhao Du,
and Weisong Shi, Score:
A Sensor Core Framework for Cross-Layer Design (extended
abstract), in
Proceedings of the 3rd International Conference on Quality-of-Service
in Wired/Wireless Networks (QShine 2006), Waterloo, Canada, August 7-9,
2006.
- Weisong Shi,
Cheng-Zhong Xu,
and Xiaobo Zhou, Security
in Grid and Distributed Systems: Guest
Editorial, Journal of Parallel and Distributed Computing.
- Hanping
Lufei and Weisong Shi, e-QoS: Energy-aware QoS for
Application
Sessions Across Multiple Protocol Domains in Mobile Computing,
in
Proceedings of the 3rd International Conference on Quality-of-Service
in Wired/Wireless Networks (QShine 2006), Waterloo, Canada, August 7-9,
2006.
- Kewei
Sha and Weisong Shi, On
the Effects of Consistency in Data Operations in Wireless Sensor
Networks, in Proceedings of the IEEE 12th
International Conference on Parallel and
Distributed Systems (ICPADS '2006), Minneapolis, USA, July
12-15, 2006. (A full technical report version MIST-TR-2005-008)
.
- Hanping
Lufei and Weisong Shi,
Fractal: A
Mobile Code Based Framework for Dynamic Application Protocol
Adaptation, Journal
of Parallel and Distributed Computing, Vol. 66, No. 7, pp.
887-906,
July 2006.
- Hanping Lufei, Weisong Shi, and Vipin
Chaudhary, M-CASEngine:
A Collaborative
Environment for Computer Assisted Surgery, in Proceedings of
2006 Computer Assisted Radiology and Surgery 20th
International Congress and Exhibition (CARS), Japan. July 2006.
- Kewei Sha, Weisong Shi and Orlando Watkins, Using Wireless Sensor Networks for Fire
Rescue Applications: Requirements and Challenges, in
Proceedings of the IEEE EIT 2006, East Lansing, May 7-10, 2006.
- Weisong
Shi and Yonggen Mao, Performance Evaluation
of
Peer-to-Peer Web Caching Systems, Journal
of Systems and
Software, Vol. 79, No 5., pp. 714-726, May 2006.
- Yong Xi, Loren Schwiebert, and
Weisong Shi, Preserving Privacy in
Monitoring-based Wireless Sensor Networks,
in Proceedings
of the 2nd International Workshop on Security in Systems and Networks
(SSN '06), in
conjunction with IPDPS 2006. Rhode Island, Greece, April 25-29 2006.
- Kewei
Sha, Junzhao Du, and Weisong Shi, WEAR: A Balanced,
Fault-Tolerant, Energy-Efficient Routing Protocol for Wireless Sensor
Networks, International
Journal of Sensor Networks (IJSNet), Vol. 1, No.3/4, pp.
156-168,
2006.
2005
- Zhengqiang
Liang and
Weisong Shi, Enforcing
Cooperative Resource Sharing in Untrusted Peer-to-Peer Environments,
ACM Journal of Mobile
Networks and
Applications (MONET), Vol. 10,
No. 6, pp. 771-783,
December 2005. (A full version
is
available at Technical Report MIST-TR-04-014.)
- Zhengqiang
Liang and
Weisong Shi, Performance
Evaluation of Different Recommendations Aggregation Schemes
in
Reputation Systems,
to appear in Proceedings of the first IEEE International Conference on
Collaborative Computing: Networking, Applications, and Worksharing
(CollaborateCom '05), San Jose, December 19-21, 2005.
- Junzhao Du,
Weisong Shi, and Kewei Sha , Asymmetry-Aware Link Quality Services in Wireless
Sensor Networks,
in Proceedings of the 2005
IFIP International
Conference on Embedded and Ubiquitous Computing (EUC-05), Nagasaki,
Japan, December
6-9, 2005. (A
full version is available at
Technical Report MIST-TR-2005-006).
- Kewei Sha
and Weisong Shi, Modeling
the
Lifetime of Wireless Sensor Networks,
Journal of Sensor
Letters, Vol 3,
pp. 126-135, 2005.
- Haiying
Shen, Aharon
S. Brodie, Cheng-zhong Xu,
and Weisong Shi,
Scalable and
Secure P2P Overlay Networks,
book chapter of "Theoretical
and Algorithmic Aspects of Sensor,
Ad Hoc
Wireless and Peer-to-Peer Networks," CRC press, June 2005.
- Weisong
Shi, Sharun Santhosh, and Hanping Lufei, Secure
Application-Aware Service Differentiation in Public Area Wireless
Networks, Journal
of Computer Science and Technology, Vol.
20, No. 5, Sept.
2005.
- Sharun
Santhosh and
Weisong Shi, A
Semantic-based Cache Replacement Algorithm for Mobile File Access,
in Proceedings of the MobEA-III --- Customer focused mobile
services, in conjunction with WWW
2005, May 10, 2005.
- Hanping
Lufei and Weisong Shi,
Fractal: A
Mobile Code Based Framework for Dynamic Application Protocol Adaptation
in Pervasive Computing, in 19th IEEE International
Parallel and Distributed Processing Symposium, Denver, CO,
April
2005.
(The Best Paper Award).
- Daniel
Brodie, Amrish
Gupta, and Weisong Shi,
Accelerating Dynamic Web Content Delivery using Keyword-based Fragment
Detection, Journal of
Web
Engineering, Vol. 4, No.1, pp. 79-99, March, 2005.
- Jayashree
Ravi, Weisong Shi, and Cheng-Zhong Xu, Personalized Email Management at
Network Edges, IEEE
Internet Computing, Vol. 9, No. 2, March/April, 2005.
- C. J.
Miller, W. Shi, S. Al-Omari, and M. Firestone,
“Wireless Sensor Networks for Containment System
Monitoring,”
Poster Presentation at Engineering Society of Detroit Waste Management Conference,
March,
2005.
- Zhengqiang
Liang and Weisong Shi, PET:
A
PErsonalized Trust Model with Reputation and Risk Evaluation for P2P
Resource Sharing, in Proceedings of HICSS'05,
January, 2005.
2004
- Kewei Sha and Weisong Shi,
Revisiting the
Lifetime of Wireless Sensor Networks, in
Proceedings of
ACM SenSys'04 (two page summary), November 3-5, 2004,
Baltimore.
- Hanping
Lufei, Weisong Shi, and Lucia Zamorano,
Communication
Optimization for Image Transmission in Computer-Assisted Surgery,
Technical Report MIST-TR-2004-007, March 2004. Accepted by the 2004
Congress of Neurological Surgeons Annual Meeting (abstract), Oct 2004.
San Francisco.
- Sharun
Santhosh, Factoring
File Access Patterns and User Behavior into Caching Design for
Distributed File Systems, Master
Thesis, August 2004.
- Yonggen
Mao,
Performance
Evaluation of Peer-to-Peer Web Caching Systems, Master
Thesis,
August 2004.
- Hanping
Lufei, Weisong Shi, and Lucia Zamorano, On
the Effects of Bandwidth Reduction Techniques in Distributed
Applications,
in International
Conference on Embeded and Ubiquitous Computing (EUC-04),
August,
Aizu, Japan.
- Weisong
Shi, Sivakumar Sellamuthu, Kewei Sha,
and Loren Schwiebert, QueryAgent:
A
General Query Processing Tool for Sensor Networks,
in
International Workshop on Ad hoc and Sensor Networks, in conjunction
with 2004 International
Conference on Parallel Processing (ICPP-2004), August 2004.
Montreal, Quebec, Canada.
- Hanping
Lufei, Sivakumar Sellamuthu, Sharun
Santhosh, and Weisong Shi,
Application-Aware Service Differentiation in PAWNs,
in
2004 International
Conference on Parallel Processing, (ICPP-2004), August 2004.
Montreal, Quebec, Canada.
- Zhaoming
Zhu, Yonggen Mao, and Weisong Shi, Workload
Characterization of Uncacheable HTTP Traffic,
in
Proceedings of the 4th International Conference on Web Engineering
(ICWE 2004), July 28-30, 2004, Munich, Germany. (A full version is
available at Technical Report MIST-TR-03-003).
(short paper accept rate: 32%)
- Daniel
Brodie, Amrish Gupta, and Weisong Shi,
Accelerating
Dynamic Web Content Delivery using Keyword-based Fragment Detection,
in Proceedings of the 4th International
Conference on Web Engineering (ICWE 2004), July 28-30, 2004, Munich,
Germany. (full paper accept rate: 12%) ( The Best Paper Award)
- Weisong
Shi, Performance Optimization of
Software Distributed Shared Memory Systems, High Education Press, July
2004.
- Weisong
Shi, Sharun Santhosh, and Hanping Lufei, Cegor:
An
Adaptive Distributed File System for Heterogeneous Network Environments,
in Proceedings of the 10th
IEEE International Conferences on Parallel and Distributed Systems,
July 7-9, 2004. California. (accept rate: 33%)
- Yonggen
Mao, Zhaoming Zhu, and Weisong Shi,
Peer-to-Peer
Web Caching: Hype or Reality?,
in Proceedings of the 10th
IEEE International Conferences on Parallel and Distributed Systems,
July 7-9, 2004. California. (A full version is available at Technical
report MIST-TR-2003-004).
(accept rate: 33%) .
- Zhaoming
Zhu and Weisong Shi, HALF:
A
Highly Accurate Landmark-free Localization Algorithm for Wireless
Sensor Networks,
the Fifth ACM
International Symposium on Mobile Ad Hoc Networking and Computing
(poster), Tokyo, Japan. May 24-26, 2004.
- Daniel
Brodie, Amrish
Gupta, and Weisong Shi, Keyword-based
Fragment Detection for Dynamic Web Content Delivery,
Proceedings of the 2004
World Wide Web
Conference (poster), May 17-22, 2004, New York.
2001-2003
- Weisong
Shi, Eli Collins, and Vijay Karamcheti,
Modeling
Object Characteristics of Dynamic Web Content, Journal
of
Parallel and Distributed Computing (JPDC) special issue on
scalable
Internet services and architecture, Vol. 63, No. 10, pages 963-980,
Oct. 2003.
- Vikrant
Mastoli, Valmik Desai, and
Weisong Shi, SEE:
A
Service Execution Environment for Edge Services, Proceedings
of the Third IEEE Workshop on Internet Applications (WIAPP'03)},
San Jose, CA, June 23-24, 2003. (A full version is available at
Technical Report MIST-TR-03-002).
- Weisong
Shi, Kandarp Shah, Yonggen Mao and Vipin Chaudhary, Tuxedo:
A Peer-to-Peer Caching System, in Proceedings of
2003 International Conference on Parallel and Distributed Processing
Techniques and Applications (PDPTA'03), June 23-26, 2003.
- Weisong
Shi, Eli Collins, and Vijay Karamcheti, Modeling
Object Characteristics of Dynamic Web Content,
in Proceedings of
the IEEE Globecom
2002 conference, Taipei, China, November 17-21,
2002.
- Weisong
Shi, Randy Wright, Eli Collins, and
Vijay Karamcheti, Workload
Characterization of a Personalized Web Site ---- and Its Implications
for Dynamic Content Caching, in
Proceedings of the 7th
International Conference on Web
Content Caching and Distribution (WCW'02), Boulder,
Colorado,
August 14-16, 2002.
- Weisong
Shi, Eli Collins, and Vijay Karamcheti, DYCE:
Model-based
Emulation of Dynamic Web Content, in
Poster Proceedings
of 11th International World
Wide Web
Conference (WWW 2002), Hawaii, May 7-11, 2002 (The
full
version of this paper is available here
).
- Service
Execution Environment for Edge
Computing Platform, Master thesis by Vidula Pant, (Supervised
by
Dr. Weisong Shi and Prof. Vijay Karamcheti), May 2002.
- Weisong
Shi and Vijay Karamcheti, CONCA:
An
Architecture for Consistent Nomadic Content Access, Workshop
on Caching,
Coherence, and Consistency (WC3 '01), in conjunction with ACM ICS'2001,
Sorrento,
Italy, June 17, 2001.
- Xiaodong
Fu, Weisong Shi, and Vijay
Karamcheti, Automatic
Deployment and Reconfiguration of Enhanced Network-Aware Access Paths
to Internet Services, TR2001-814,
Department of Computer
Science, New York University, March 2001.
- Xiaodong
Fu, Weisong Shi, Anatoly Akkerman and
Vijay Karamcheti, CANS:
Composable, Adaptive Network Services Infrastructure. Proceedings
of the
3rd USENIX Symposium on Internet Technologies and Systems (USITS'01),
San Francisco, March 2001.(pdf, html)