Publication

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.

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, Washington DC, Oct. 24-25, 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.

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.

2015

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.

Quan Zhang and Weisong Shi, "Energy-Efficient Workload Placement in Enterprise Datacenters", Computer, vol. 49, no. 2, pp. 46-52, Feb 2016. (Accepted by Aug 2015)

2014

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.

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), August 2014.

2013

Quan Zhang, Lingmei Ren, and Weisong Shi. "HONEY: a multimodality fall detection and telecare system". Telemedicine and e-Health 19.5 (2013): 415-429.

2012

Lingmei Ren, Quan Zhang, and Weisong Shi. "Low-power fall detection in home-based environments". Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare. ACM, 2012.

Recent Work
Big Data Systems
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