An explosion of user-generated data from online social networks motivates analysis to extract deep insights from this data's graph of social, temporal, spatial, and topical connections. We are building a system to enable storage and analysis of such graphs that considers their evolution over time as trending topics and social activities change.
- Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Enhong Chen, and Wenguang Chen, ImmortalGraph: A System for Storage and Analysis of Temporal Graphs, in ACM Transactions on Storage (TOS), ACM – Association for Computing Machinery, December 2015.
- Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Wenguang Chen, and Enhong Chen, Chronos: A Graph Engine for Temporal Graph Analysis, EuroSys, April 2014.
- Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, and Maya Haridasan, Managing Large Graphs on Multi-Cores with Graph Awareness , in USENIX Annual Technical Conference (USENIX ATC'12), USENIX, June 2012.
- Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, and Enhong Chen, Kineograph: taking the pulse of a fast-changing and connected world, ACM Eurosys, April 2012.