Toward an ideal data placement scheme for high performance object-oriented database systems

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Abstract

Performance in parallel database systems very much depends on how data is placed on a network of processing elements. In designing a data placement method, particularly for high performance parallel object-oriented databases, two major factors that most of the time contradict each other, particularly minimizing communication cost and maintaining load balance, must be taken in account. Our experiments' results show that it is not feasible to trade I/O balancing with low communication costs, although these two factors are critical. Therefore, an ideal data placement method must feature a reasonable I/O balancing combined with low communication whenever possible, not the other way round.

Original languageEnglish
Title of host publicationHigh-Performance Computing and Networking - International Conference and Exhibition, 1998, Proceedings
EditorsPeter Sloot, Bob Hertzberger, Marian Bubak
PublisherSpringer
Pages508-517
Number of pages10
ISBN (Print)3540644431, 9783540644439
Publication statusPublished - 1998
EventInternational Conference and Exhibition on High-Performance Computing and Networking, HPCN 1998 - Amsterdam, Netherlands
Duration: 21 Apr 199823 Apr 1998

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1401
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Conference and Exhibition on High-Performance Computing and Networking, HPCN 1998
CountryNetherlands
CityAmsterdam
Period21/04/9823/04/98

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