Dr. Christos Faloutsos

Biography

Christos Faloutsos is the Fredkin University Professor at Carnegie Mellon University's Department of Computer Science. He has a distinguished career focusing on the intersection of machine learning, databases, and distributed systems. His research interests involve graph mining and stream mining, where he seeks to identify patterns within large graphs as well as anomalies and communities among them. His main research areas include time-evolving graphs, where he applies tensor techniques to explore patterns related to graph nodes and/or edge attributes. Additionally, he investigates streams and semi-infinite numerical time series, leading to numerous real-world applications such as sensor data monitoring and automated system alerts. His work emphasizes scalability and efficiency in handling massive datasets, particularly in scenarios involving millions of nodes. He has also explored the complexity of real graphs, which often exhibit Zipf-like degree distributions and community structures. Faloutsos has contributed significantly to the academic community through his publications in the domains of database management systems, data mining, graphs, and social networks.

Research Interests

Courses