Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems
Identifieur interne : 002100 ( Hal/Corpus ); précédent : 002099; suivant : 002101Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems
Auteurs : Yves Caniou ; Emmanuel JeannotSource :
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Abstract
We study in this paper several scheduling heuristics for GridRPC middlewares. When dealing with performance issue, the scheduling strategy is one of the most important feature. However, many heuristics implemented in available middlewares were not designed for this context (for instance MCT in NetSolve). Therefore, schedulers are not necessarily effective. We propose to use heuristics based on a non-intrusive module which is able to estimate the duration of all tasks in the system. Three criteria are examined among which the execution time of the application, e.g. the makespan. Experiments on a real platform show that the proposed heuristics outperform MCT for at least two of these three criteria.
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When dealing with performance issue, the scheduling strategy is one of the most important feature. However, many heuristics implemented in available middlewares were not designed for this context (for instance MCT in NetSolve). Therefore, schedulers are not necessarily effective. We propose to use heuristics based on a non-intrusive module which is able to estimate the duration of all tasks in the system. Three criteria are examined among which the execution time of the application, e.g. the makespan. Experiments on a real platform show that the proposed heuristics outperform MCT for at least two of these three criteria.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems</title><author role="aut"><persName><forename type="first">Yves</forename><surname>Caniou</surname></persName><email>caniou@loria.fr</email><idno type="halauthor">131367</idno><orgName ref="#struct-300009"></orgName><affiliation ref="#struct-2346"></affiliation></author><author role="aut"><persName><forename type="first">Emmanuel</forename><surname>Jeannot</surname></persName><email>ejeannot@loria.fr</email><idno type="halauthor">130770</idno><orgName ref="#struct-364475"></orgName><affiliation ref="#struct-2346"></affiliation></author><editor role="depositor"><persName><forename>Publications</forename><surname>Loria</surname></persName><email>publications@loria.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2006-09-26 10:14:20</date><date type="whenModified">2016-05-18 08:56:41</date><date type="whenReleased">2006-09-28 15:22:47</date><date type="whenProduced">2004</date></edition><respStmt><resp>contributor</resp><name key="108626"><persName><forename>Publications</forename><surname>Loria</surname></persName><email>publications@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">inria-00100128</idno><idno type="halUri">https://hal.inria.fr/inria-00100128</idno><idno type="halBibtex">caniou:inria-00100128</idno><idno type="halRefHtml">Euro-Par 2004, 2004, Pisa, Italy, IEEE-ACM-IFIP, 8 p, 2004</idno><idno type="halRef">Euro-Par 2004, 2004, Pisa, Italy, IEEE-ACM-IFIP, 8 p, 2004</idno></publicationStmt><seriesStmt><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INPL">Institut National Polytechnique de Lorraine</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="LORIA-NSS" p="LORIA">Réseaux, systèmes et services</idno><idno type="stamp" n="INRIA2">INRIA 2</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LABO-LORIA-SET" p="LORIA">LABO-LORIA-SET</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno></seriesStmt><notesStmt><note type="commentary">Colloque avec actes et comité de lecture. internationale.</note><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems</title><author role="aut"><persName><forename type="first">Yves</forename><surname>Caniou</surname></persName><email>caniou@loria.fr</email><idno type="halAuthorId">131367</idno><orgName ref="#struct-300009"></orgName><affiliation ref="#struct-2346"></affiliation></author><author role="aut"><persName><forename type="first">Emmanuel</forename><surname>Jeannot</surname></persName><email>ejeannot@loria.fr</email><idno type="halAuthorId">130770</idno><orgName ref="#struct-364475"></orgName><affiliation ref="#struct-2346"></affiliation></author></analytic><monogr><idno type="localRef">A04-R-428 || caniou04a</idno><meeting><title>Euro-Par 2004</title><date type="start">2004</date><settlement>Pisa, Italy</settlement></meeting><imprint><publisher>IEEE-ACM-IFIP</publisher><biblScope unit="pp">8 p</biblScope><date type="datePub">2004</date></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="fr">time-shared and heterogeneous resources</term><term xml:lang="fr">dynamic scheduling heuristics</term><term xml:lang="fr">historical trace manager</term><term xml:lang="fr">completion dates estimations</term><term xml:lang="fr">heuristiques d'ordonnancement dynamique</term><term xml:lang="fr">gestionnaire de l'historique des tâches</term><term xml:lang="fr">estimation des dates de termianaison</term><term xml:lang="fr">dags</term><term xml:lang="fr">ressources heterogènes en temps partagé</term></keywords><classCode scheme="halDomain" n="info.info-oh">Computer Science [cs]/Other [cs.OH]</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">We study in this paper several scheduling heuristics for GridRPC middlewares. When dealing with performance issue, the scheduling strategy is one of the most important feature. However, many heuristics implemented in available middlewares were not designed for this context (for instance MCT in NetSolve). Therefore, schedulers are not necessarily effective. We propose to use heuristics based on a non-intrusive module which is able to estimate the duration of all tasks in the system. Three criteria are examined among which the execution time of the application, e.g. the makespan. Experiments on a real platform show that the proposed heuristics outperform MCT for at least two of these three criteria.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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