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Alin Dobra

Papers on DiSC'04


Sketch-Based Multi-Query Processing over Data Streams

Publications


Note: Links lead to the DBLP on the Web.

Alin Dobra

Alin Dobra: Histograms Revisited: When are histograms the best approximation method for aggregates over joins? PODS 2005

Chris Jermaine , Alin Dobra, Subramanian Arumugam , Shantanu Joshi , Abhijit Pol : A Disk-Based Join With Probabilistic Guarantees. SIGMOD Conference 2005

Alin Dobra, Minos N. Garofalakis , Johannes Gehrke , Rajeev Rastogi : Sketch-Based Multi-query Processing over Data Streams. EDBT 2004 : 551-568

David Kempe , Alin Dobra, Johannes Gehrke : Gossip-Based Computation of Aggregate Information. FOCS 2003 : 482-491

Alin Dobra, Johannes Gehrke : SECRET: a scalable linear regression tree algorithm. KDD 2002 : 481-487

Alin Dobra, Minos N. Garofalakis , Johannes Gehrke , Rajeev Rastogi : Processing complex aggregate queries over data streams. SIGMOD Conference 2002 : 61-72

Alin Dobra, Johannes Gehrke : Bias Correction in Classification Tree Construction. ICML 2001 : 90-97

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©2005 Association for Computing Machinery