1. ISB-tree: A new indexing scheme with efficient expected behaviour.
- Author
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Kaporis, Alexis, Makris, Christos, Mavritsakis, George, Sioutas, Spyros, Tsakalidis, Athanasios, Tsichlas, Kostas, and Zaroliagis, Christos
- Subjects
INTERPOLATION ,SEARCH algorithms ,NUMERICAL analysis ,INDEXING ,PROBABILITY theory ,ALGORITHMS ,DATA structures - Abstract
Abstract: We present the interpolation search B-tree (ISB-tree), a new cache-aware indexing scheme that supports update operations (insertions and deletions) in worst-case block transfers and search operations in expected block transfers, where B represents the disk block size and n denotes the number of stored elements. The expected search bound holds with high probability for a large class of (unknown) input distributions. The worst-case search bound of our indexing scheme is block transfers. Our update and expected search bounds constitute a considerable improvement over the worst-case block transfer bounds for search and update operations achieved by the B-tree and its numerous variants. This is also verified by an accompanying experimental study. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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