Experience
Education
Bio
I am a professor in LIPADE, the computer science department of the Paris Descartes University (member of the Sorbonne Paris Cite (USPC) consortium of universities), and a director of the Data Intensive and Knowledge Oriented Systems (diNo) group. I am Research Track Associate Editor for VLDB 2017, Editor in Chief for the Big Data Research (BDR) journal, and Associate Editor for the Transactions on Knowledge and Data Engineering (TKDE) journal. In addition, I am organizing the Paris Descartes University Seminar Series on Data Analytics. My research is on problems related to online and offline data analytics (focusing on fast streams and massive collections). It has been funded by the European Commission, CNRS, Facebook, IBM Research, Hewlett-Packard Labs, Telecom Italia, the Jacques Hadamard Mathematical Foundation (FMJH), and the Autonomous Province of Trento, and has led to an IBM Shared University Research Award, 3 Best Paper awards in international conferences, and 9 US Patents (3 are part of commercial systems). My group has world-leading expertise on data series (a.k.a. time series) management, indexing, and mining. We have developed the current state-of-the-art data series indexes, iSAX2+ (bulk loading) and ADS+ (adaptive indexing), the only data series query workload benchmark, as well as DSStat, a toolset for data series preprocessing and visualization. We have applied our techniques on streaming and uncertain data series, and have worked with data from diverse domains, such as home networks, road tunnels, and manufacturing.