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2016 | OriginalPaper | Chapter

Evaluation of Static/Dynamic Cache for Similarity Search Engines

Authors : R. Solar, V. Gil-Costa, M. Marín

Published in: SOFSEM 2016: Theory and Practice of Computer Science

Publisher: Springer Berlin Heidelberg

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Abstract

In large scale search systems, where it is important to achieve a high query throughput, cache strategies are a feasible tool to achieve this goal. A number of efficient cache strategies devised for exact query search in different application domains have been proposed so far. In similarity query search on metric spaces it is necessary to consider additional design requirements devised to produce good quality approximate results from the cache content. In this paper, we propose a Static/Dynamic cache strategy for metric spaces which takes advantage of results of static cache miss operations and their associated distance evaluations for increasing the overall performance of the cache. We present an experimental evaluation of the performance obtained with our strategy for different query selection/replacement strategies.

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previous chapter Projection for Nested Word Automata Speeds up XPath Evaluation on XML Streams
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Metadata
Title
Evaluation of Static/Dynamic Cache for Similarity Search Engines
Authors
R. Solar
V. Gil-Costa
M. Marín
Copyright Year
2016
Publisher
Springer Berlin Heidelberg
Book
SOFSEM 2016: Theory and Practice of Computer Science

Print ISBN: 978-3-662-49191-1

Electronic ISBN: 978-3-662-49192-8

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-662-49192-8_50

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