{"65244":{"#nid":"65244","#data":{"type":"event","title":"CSE DLS Seminar: Christos Faloutsos","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EChristos Faloutsos\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ECarnegie Mellon University\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMining Billion-node Graphs\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhat do graphs look like? How do they evolve over time?\u0026nbsp; How to handle a graph with a billion nodes?\u0026nbsp; We present a comprehensive list of static and temporal laws, and some recent observations on real graphs (like, e.g., \u0022eigenSpokes\u0022).\u0026nbsp; For generators, we describe some recent ones, which naturally match all of the known properties of real graphs.\u0026nbsp; Finally, for tools, we present \u0022oddBall\u0022 for\u0026nbsp; iscovering anomalies and patterns, as well as an overview of the PEGASUS system which is designed for handling Billion-node graphs, running on top of the\u0026nbsp;\u0022hadoop\u0022 system.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EChristos Faloutsos is a Professor at Carnegie Mellon University.\u0026nbsp; He has received the Presidential Young Investigator Award by the National Science Foundation (1989), the Research Contributions Award in ICDM 2006, the SIGKDD Innovations Award (2010), seventeen \u0022best paper\u0022 awards, (including two \u0022test of time\u0022) and four teaching awards.\u0026nbsp; He has served as a member of the executive committee of SIGKDD; he is an ACM Fellow; he has published over 200 refereed articles, 11 book chapters and one monograph. \u0026nbsp;He holds five patents and he has given over 30 tutorials and over 10 invited istinguished lectures. His research interests include data mining for graphs and streams, fractals, database performance, and indexing for multimedia and bio-informatics data.\u003C\/p\u003E","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Mining Billion-node Graphs"}],"uid":"27439","created_gmt":"2011-03-30 13:40:39","changed_gmt":"2016-10-08 01:54:38","author":"Lometa Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2011-04-08T15:00:00-04:00","event_time_end":"2011-04-08T16:00:00-04:00","event_time_end_last":"2011-04-08T16:00:00-04:00","gmt_time_start":"2011-04-08 19:00:00","gmt_time_end":"2011-04-08 20:00:00","gmt_time_end_last":"2011-04-08 20:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"37041","name":"Computational Science and Engineering"},{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[],"keywords":[{"id":"7041","name":"computational science \u0026 engineering"},{"id":"4305","name":"cse"},{"id":"12580","name":"CSE DLS"},{"id":"12581","name":"CSE DLS Seminar"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAlexander Gray\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:agray@cc.gatech.edu\u0022\u003Eagray@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}