|
Research Area: Web Information Management |
Profile
Raghu Ramakrishnan is Chief Scientist for Audience & Cloud Computing, and a Fellow at Yahoo!, where he heads the Community Systems group.
He has been Professor of Computer Sciences at the University of Wisconsin-Madison, and was founder and CTO of QUIQ, a company that pioneered question-answering communities, powering Ask Jeeves' AnswerPoint as well as customer-support for companies such as Compaq.
His research is in the area of database systems, with a focus on data mining, online communities, and web-scale data management.
He has developed scalable algorithms for clustering, decision-tree construction, and itemset counting, and was among the first to investigate mining of continuously evolving, stream data.
His work on query optimization and deductive databases has found its way into commercial database systems, and his work on extending SQL to deal with queries over sequences has influenced the design of window functions in SQL:1999.
His paper on the Birch clustering algorithm received the SIGMOD 10-Year Test-of-Time award, and he has written the widely-used text "Database Management Systems" (WCB / McGraw-Hill, with J. Gehrke), now in its third edition.
He is Chair of ACM SIGMOD, on the Board of Directors of ACM SIGKDD and the Board of Trustees of the VLDB Endowment, and has served as editor-in-chief of the Journal of Data Mining and Knowledge Discovery, associate editor of ACM Transactions on Database Systems, and the Database area editor of the Journal of Logic Programming.
Raghu is a Fellow of the Association for Computing Machinery (ACM), and has received several awards, including a Distinguished Alumnus Award from IIT Madras, a Packard Foundation Fellowship, an NSF Presidential Young Investigator Award, and an ACM SIGMOD Contributions Award.
Recent Publications, Projects and News
- Bellwether Analysis: Searching for Cost-Effective Query-defined Predictors in Large Databases Bee-Chung Chen; Raghu Ramakrishnan; Jude W. Shavlik; Pradeep Tamma, ACM Transactions on Knowledge Discovery from Data, 2009, 1 [view abstract]
- Adversarial-Knowledge Dimensions in Data Privacy Bee-Chung Chen; Kristen LeFevre; Raghu Ramakrishnan, International Journal on Very Large Data Bases, 2009, 2 [view abstract]
- Asynchronous View Maintenance for VLSD Databases Parag Agrawal; Adam Silberstein; Brian F. Cooper; Utkarsh Srivastava; Raghu Ramakrishnan, ACM SIGMOD, ACM, 2009 [view abstract]
- Purple SOX Extraction Management System Philip Bohannon; Srujana Merugu; Cong Yu; Vipul Agarwal; Pedro DeRose; Arun Iyer; Ankur Jain; Vinay Kakade; Mridul Muralidharan; Raghu Ramakrishnan; Warren Shen, SIGMOD Record, 2008, 4
- Efficient Bulk Insertion into a Distributed Ordered Table Adam Silberstein; Brian F. Cooper; Utkarsh Srivastava; Erik Vee; Ramana Yerneni; Raghu Ramakrishnan, SIGMOD Conference, 2008 [view abstract]
- Web Data Management Ramakrishnan, Raghu, ADC, 2008
- The Role of Hierarchies in Exploratory Data Mining Ramakrishnan, Raghu, ECML/PKDD (1), 2008
- Data challenges at Yahoo! Baeza-Yates, Ricardo A. ; Ramakrishnan, Raghu, EDBT, 2008
- Parallel Evaluation of Composite Aggregate Queries 0003, Lei Chen ; Olston, Christopher ; Ramakrishnan, Raghu, ICDE, 2008
- Cloud Computing - Was Thomas Watson Right After All? Ramakrishnan, Raghu, ICDE, 2008
- Efficient Information Extraction over Evolving Text Data 0002, Fei Chen ; Doan, AnHai ; Yang, Jun ; Ramakrishnan, Raghu, ICDE, 2008
- Toward best-effort information extraction Shen, Warren ; DeRose, Pedro ; McCann, Robert ; Doan, AnHai ; Ramakrishnan, Raghu, SIGMOD Conference, 2008
- Workload-aware anonymization techniques for large-scale datasets LeFevre, Kristen ; DeWitt, David J. ; Ramakrishnan, Raghu, ACM Trans. Database Syst., 2008
- Efficient Top-K Processing over Query-Dependent Functions Lin Guo; Sihem Amer-Yahia; Raghu Ramakrishnan; Jayavel Shanmugasundaram; Utkarsh Srivastava; Erik Vee, VLDB, 2008
- Community Systems: The World Online Ramakrishnan, Raghu, APWeb/WAIM, 2007
- DBLife: A Community Information Management Platform for the Database Research Community (Demo) DeRose, Pedro ; Shen, Warren ; 0002, Fei Chen ; Lee, Yoonkyong ; Burdick, Douglas ; Doan, AnHai ; Ramakrishnan, Raghu, CIDR, 2007
- Community Systems: The World Online Ramakrishnan, Raghu, CIDR, 2007
- Source-aware Entity Matching: A Compositional Approach Shen, Warren ; DeRose, Pedro ; Vu, Long ; Doan, AnHai ; Ramakrishnan, Raghu, ICDE, 2007
- Optimizing mpf queries: decision support and probabilistic inference Bravo, H{\'e}ctor Corrada ; Ramakrishnan, Raghu, SIGMOD Conference, 2007
- Databases on the web Ramakrishnan, Raghu, SIGMOD Conference, 2007

