Adaptive spatial partitioning for multidimensional data streams

Authors:
John Hershberger;Nisheeth Shrivastava;Subhash Suri;Csaba D. Tóth
Affiliations:
Mentor Graphics Corp., Wilsonville, OR;Computer Science Dept., University of California, Santa Barbara, CA;Computer Science Dept., University of California, Santa Barbara, CA;Computer Science Dept., University of California, Santa Barbara, CA
Venue:
ISAAC'04 Proceedings of the 15th international conference on Algorithms and Computation
Year:
2004

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Abstract

We propose a space-efficient scheme for summarizing multidimensional data streams Our scheme can be used for several geometric queries, including natural spatial generalizations of well-studied single-dimensional queries such as icebergs and quantiles.