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@inproceedings{697296,
author = {Batko, Michal and Dohnal, Vlastislav and Zezula, Pavel},
address = {Arlington},
booktitle = {Proceedings of International Workshop on Information Retrieval in Peer-to-Peer Networks, ACM CIKM 2006},
edition = {1},
keywords = {similarity searching; metric space; M-Grid; D-index; performance analysis},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Arlington},
isbn = {1-59593-531-2},
pages = {17-24},
publisher = {ACM Press},
title = {M-Grid: Similarity Searching in Grids},
year = {2006}
}
TY - JOUR
ID - 697296
AU - Batko, Michal - Dohnal, Vlastislav - Zezula, Pavel
PY - 2006
TI - M-Grid: Similarity Searching in Grids
PB - ACM Press
CY - Arlington
SN - 1595935312
KW - similarity searching
KW - metric space
KW - M-Grid
KW - D-index
KW - performance analysis
N2 - The problem of similarity searching is nowadays attracting a lot of attention, because upcoming applications process complex data and the traditional exact match searching is not sufficient. There are efficient solutions, but they are tailored for the needs of specific data domains. General solutions, based on the metric space abstraction, are extensible, but they are designed to operate on a single computer only. Therefore, their scalability is limited and they cannot adapt to different performance requirements. In this paper, we propose a distributed access structure which is fully dynamic and exploits a Grid infrastructure. We study properties of this structure in numerous experiments. Besides, the performance tuning is analyzed with respect to user-specific requirements which include the maximum response time and the number of queries executed concurrently.
ER -
BATKO, Michal, Vlastislav DOHNAL and Pavel ZEZULA. M-Grid: Similarity Searching in Grids. In \textit{Proceedings of International Workshop on Information Retrieval in Peer-to-Peer Networks, ACM CIKM 2006}. 1st ed. Arlington: ACM Press, 2006, p.~17-24. ISBN~1-59593-531-2.
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