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A multi-level load balancing scheme for OR-parallel exhaustive search programs on the multi-PSI

Authors:

N. IchiyoshiAuthors Info & Claims

PPOPP '90: Proceedings of the second ACM SIGPLAN symposium on Principles & practice of parallel programming

Pages 50 - 59

https://doi.org/10.1145/99163.99170

Published: 01 February 1990 Publication History

Abstract

Good load balancing is the key to deriving maximal performance from multiprocessors. Several successful dynamic load balancing techniques on tightly-coupled multiprocessors have been developed. However, load balancing is more difficult on loosely-coupled multiprocessors because inter-processor communication overheads cost more. Dynamic load balancing techniques have been employed in a few programs on loosely-coupled multiprocessors, but they are tightly built into the particular programs and not much attention is paid to scalability. We have developed a dynamic load balancing scheme which is applicable to OR-parallel programs in general. Processors are grouped, and work loads of groups and processors are balanced hierarchically. Moreover, it is scalable to any number of processors because of this multi-level hierarchical structure. The scheme is tested for the all-solution exhaustive search Pentomino program on the mesh-connected loosely-coupled multiprocessor Multi-PSI, and speedups of 28.4 times with 32 processors and 50 times with 64 processors have been attained.

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Cited By

Wang KQiao KSadooghi IZhou XLi TLang MRaicu I(2016)Load-balanced and locality-aware scheduling for data-intensive workloads at extreme scalesConcurrency and Computation: Practice & Experience10.1002/cpe.361728:1(70-94)Online publication date: 1-Jan-2016
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A multi-level load balancing scheme for OR-parallel exhaustive search programs on the multi-PSI

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cover image ACM Conferences

PPOPP '90: Proceedings of the second ACM SIGPLAN symposium on Principles & practice of parallel programming

February 1990

206 pages

ISBN:0897913507

DOI:10.1145/99163

Chairman:
David Padua
Univ. of Illinois at Urbana/Champaign, Urbana

ACM SIGPLAN Notices Volume 25, Issue 3
Mar. 1990
216 pages
ISSN:0362-1340
EISSN:1558-1160
DOI:10.1145/99164
Editor:
David Padua
Univ. of Illinois at Urbana/Champaign, Urbana
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Copyright © 1990 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 February 1990

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PPOPP90: Principals & Practice of Parallel Processing

March 14 - 16, 1990

Washington, Seattle, USA

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Cited By

Wang KQiao KSadooghi IZhou XLi TLang MRaicu I(2016)Load-balanced and locality-aware scheduling for data-intensive workloads at extreme scalesConcurrency and Computation: Practice & Experience10.1002/cpe.361728:1(70-94)Online publication date: 1-Jan-2016
https://dl.acm.org/doi/10.1002/cpe.3617
Garcia DHarvey BBarnes T(2015)The beauty and joy of computingACM Inroads10.1145/28351846:4(71-79)Online publication date: 17-Nov-2015
https://dl.acm.org/doi/10.1145/2835184
Snyder LAlexander R(2015)Early assessment of computer science principles at UWACM Inroads10.1145/28312386:4(98-101)Online publication date: 17-Nov-2015
https://dl.acm.org/doi/10.1145/2831238
Beth BLin CVeletsianos G(2015)Training a diverse computer science teacher populationACM Inroads10.1145/28299786:4(94-97)Online publication date: 17-Nov-2015
https://dl.acm.org/doi/10.1145/2829978
Zheng GBhatelé AMeneses EKalé L(2011)Periodic hierarchical load balancing for large supercomputersThe International Journal of High Performance Computing Applications10.1177/109434201039438325:4(371-385)Online publication date: 8-Mar-2011
https://doi.org/10.1177/1094342010394383
Sun YZheng GJetley PKale L(2011)An Adaptive Framework for Large-Scale State Space Search2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum10.1109/IPDPS.2011.338(1798-1805)Online publication date: May-2011
https://doi.org/10.1109/IPDPS.2011.338
Romanescu BLebeck ASorin D(2010)Specifying and dynamically verifying address translation-aware memory consistencyACM SIGPLAN Notices10.1145/1735971.173605745:3(323-334)Online publication date: 13-Mar-2010
https://dl.acm.org/doi/10.1145/1735971.1736057
Bergan TAnderson ODevietti JCeze LGrossman D(2010)CoreDetACM SIGPLAN Notices10.1145/1735971.173602945:3(53-64)Online publication date: 13-Mar-2010
https://dl.acm.org/doi/10.1145/1735971.1736029
Harris TTomic SCristal AUnsal O(2010)Dynamic filteringACM SIGPLAN Notices10.1145/1735971.173602745:3(39-52)Online publication date: 13-Mar-2010
https://dl.acm.org/doi/10.1145/1735971.1736027
Neelakantam NDitzel DZilles C(2010)A real system evaluation of hardware atomicity for software speculationACM SIGPLAN Notices10.1145/1735971.173602645:3(29-38)Online publication date: 13-Mar-2010
https://dl.acm.org/doi/10.1145/1735971.1736026
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