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An adaptive load balancing algorithm for large data parallel processing with communication delay
conference contribution
posted on 2003-01-01, 00:00 authored by K Imasaki, Jemal AbawajyJemal AbawajyAchieving good load balance in cluster environment is difficult due to its dynamic nature. Besides, the data to be processed may be transfered from geographically distant sites at a fluctuating transfer rate. This paper proposes a load balancing algorithm to deal with such fluctuating transfer rate. The novelty of the algorithm is to use buddy concept in processing node grouping and the data distribution statistics obtained at the source sites. We use single join processing in database query processing as its application.
History
Event
Computational Science. Conference (2003 : Melbourne, Australia and St. Petersburg, Russia)Volume
2660Series
Lecture Notes in Computer SciencePagination
242 - 247Publisher
SpringerLocation
Melbourne, Australia and St. Petersburg, RussiaPlace of publication
Berlin, GermanyPublisher DOI
Link to full text
Start date
2003-06-02End date
2003-06-04ISSN
0302-9743eISSN
1611-3349Language
engPublication classification
E1.1 Full written paper - refereedCopyright notice
2003, Springer-Verlag Berlin HeidelbergEditor/Contributor(s)
P Sloot, D Abramson, A Bogdanov, Y Gorbachev, J Dongarra, A ZomayaTitle of proceedings
Computational Science — ICCS 2003 : International Conference, Melbourne, Australia and St. Petersburg, Russia, June 2–4, 2003 Proceedings, Part IVUsage metrics
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