Bkd-Tree: A Dynamic Scalable kd-Tree View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2003

AUTHORS

Octavian Procopiuc , Pankaj K. Agarwal , Lars Arge , Jeffrey Scott Vitter

ABSTRACT

In this paper we propose a new index structure, called the Bkd-tree, for indexing large multi-dimensional point data sets. The Bkd-tree is an I/O-efficient dynamic data structure based on the kd-tree. We present the results of an extensive experimental study showing that unlike previous attempts on making external versions of the kd-tree dynamic, the Bkd-tree maintains its high space utilization and excellent query and update performance regardless of the number of updates performed on it. More... »

PAGES

46-65

Book

TITLE

Advances in Spatial and Temporal Databases

ISBN

978-3-540-40535-1
978-3-540-45072-6

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-540-45072-6_4

DOI

http://dx.doi.org/10.1007/978-3-540-45072-6_4

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1017287053


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