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PUBLICATIONS




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.
  • 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.
  • 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 Autonomic 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.
  • Weisong Shi, Jie Cao, Quan Zhang, Youhuizi Li and Lanyu Xu,  Edge Computing: Vision and Challenges, IEEE Internet of Things Journal, June 2016.
  • 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.
  • 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.
  • 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 and 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, January 2016, Pp. 46-52.
  • 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

  • Weisong Shi, Jie Cao, Quan Zhang, Youhuizi Li and Lanyu Xu, A Case for Edge Computing, Technical Report MIST-TR-2015-008, December 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)
  • Bing Luo, Shinan Wang, Weisong Shi and Yanfei He , eCope: Workload-aware Elastic Customization for Power Efficiency of High-End Servers, accepted by IEEE Transactions on Cloud Computing Special Issue on Green and Energy-Efficient Cloud Computing. July 2015.
  • Lingmei Ren, Weisong Shi, Zhifeng Yu and Zheng Liu, Real-time Energy-efficient Fall Detection based on SSR Energy Efficiency Strategy, accepted by International Journal of Sensor Networks. July 2015.
  • Quan Zhang and Weisong Shi, UPS-Aware Workload Placement in Enterprise Data Centers, accepted by IEEE Computer Magazine, May 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 Sustainable Computing: Informatics and Systemsof 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. 
  • Lena Mashayekhy, Mahyar Movahed Nejad, Daniel Grosu, Quan Zhang and Weisong Shi, Energy-aware Scheduling of MapReduce Jobs for Big Data Applications, accepted by IEEE Transactions on Parallel and Distributed Systems. September 2014.
  • 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.
  • 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. 


  • 2013

  • Tung Nguyen and Weisong Shi, MapReduce in the Cloud: Data Location-Aware Virtual Machine SchedulingZTE 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. 
  • 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.
  • 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]
  • Ying Song, Yuzhong Sun and Weisong Shi, A Two-Tiered On-Demand Resource Allocation Mechanism for VM-Based Data CentersIEEE Transactions on Services Computing, Vol. 6, No. 1, Jan-Mar 2013, pp. 116-129. 


  • 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 (IISW), December 3-5, 2012. Best Paper Award.
  • Tung Nguyen and Weisong Shi, Improving Resource Efficiency in Data Centers using Reputation-based Resource SelectionSustainable 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, Anole: A Case for Energy-aware Mobile Application Design, in Proceedings of ChinaGrid 2012.
  • Grace Metri, Soumyasudharsan Srinivasaraghavan and Weisong Shi, Wukong: A Cloud-Oriented File Service for Mobile Internet Services, in Proceedings of 2012 5th IEEE International Conference on Cloud Computing (Cloud '12), June 24-29, Honolulu, Hawaii, USA.
  • 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.
  • 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.
  • 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.


  • 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.
  • Hui Chen, Shinan Wang and Weisong Shi, Where Does the Power Go in a Computer System: Experimental Analysis and Implications, PMP 2011, 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. [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.
  • 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.
  • 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.
  • 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.
  • 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.
  • Zhenqiang Liang and Weisong 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.