Currently my interests reside in designing and analyzing algorithms for managing large datasets. In particular, utilizing mathematical
and combinatorial techniques like sketching to manage streaming data.
Paper:
1. G. Cormode, S. Muthukrishnan, and W. Zhuang. Conquering the divide: Continuous clustering of distributed data streams. In Proceedings of the International Conference on Data Engineering, Istanbul, Turkey, April 16-20, 2007. [PDF] [Slides]
2.G. Cormode, S. Muthukrishnan, and W. Zhuang. What's different: Distributed, continuous monitoring of duplicate-resilient aggregates on data streams. In Proceedings of the International Conference on Data Engineering, Atlanta, GA, April 3-7, 2006. [PDF] [Slides]