Centralized Versus Distributed Schedulers Multiple Bag-of-Task Applications
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| hal.structure.identifier | Algorithms and high performance computing for grand challenge applications [SCALAPPLIX] | |
| dc.contributor.author | BEAUMONT, Olivier | |
| hal.structure.identifier | Department of Computer Science and Engineering [Univ California San Diego] [CSE - UC San Diego] | |
| dc.contributor.author | CARTER, Larry | |
| hal.structure.identifier | Department of Computer Science and Engineering [Univ California San Diego] [CSE - UC San Diego] | |
| dc.contributor.author | FERRANTE, Jeanne | |
| hal.structure.identifier | Middleware efficiently scalable [MESCAL] | |
| dc.contributor.author | LEGRAND, Arnaud | |
| hal.structure.identifier | Laboratoire de l'Informatique du Parallélisme [LIP] | |
| hal.structure.identifier | Algorithms and Scheduling for Distributed Heterogeneous Platforms [GRAAL] | |
| dc.contributor.author | MARCHAL, Loris | |
| hal.structure.identifier | Algorithms and Scheduling for Distributed Heterogeneous Platforms [GRAAL] | |
| hal.structure.identifier | Laboratoire de l'Informatique du Parallélisme [LIP] | |
| dc.contributor.author | ROBERT, Yves | |
| dc.date.accessioned | 2024-04-15T09:43:55Z | |
| dc.date.available | 2024-04-15T09:43:55Z | |
| dc.date.issued | 2006 | |
| dc.date.conference | 2006 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/197802 | |
| dc.description.abstractEn | Multiple applications that execute concurrently on heterogeneous platforms compete for CPU and network resources. In this paper we consider the problem of scheduling applications to ensure fair and efficient execution on master-worker platforms where the communication is restricted to a tree embedded in the network. The goal of the scheduling is to obtain the best throughput while enforcing some fairness between applications. We show how to derive an asymptotically optimal periodic schedule by solving a linear program expressing all problem constraints. For single-level trees, the optimal solution can be analytically computed. For large-scale platforms, gathering the global knowledge needed by the linear programming approach might be unrealistic. One solution is to adapt the multi-commodity flow algorithm of Awerbuch and Leighton, but it still requires some global knowledge. Thus, we also investigates heuristic solutions using only local information, and test them via simulations. The best of our heuristics achieves the optimal performance on about two-thirds of our test cases, but is far worse in a few cases. | |
| dc.description.sponsorship | ALgorithmique des Plates-formes A Grande Echelle - ANR-05-MMSA-0006 | |
| dc.language.iso | en | |
| dc.publisher | IEEE Computer Society Press | |
| dc.subject.en | Parallel computing | |
| dc.subject.en | resource sharing | |
| dc.subject.en | scheduling | |
| dc.subject.en | divisible load | |
| dc.subject.en | multiple applications | |
| dc.subject.en | resource sharing. | |
| dc.title.en | Centralized Versus Distributed Schedulers Multiple Bag-of-Task Applications | |
| dc.type | Communication dans un congrès | |
| dc.identifier.doi | 10.1109/TPDS.2007.70747 | |
| dc.subject.hal | Informatique [cs]/Calcul parallèle, distribué et partagé [cs.DC] | |
| bordeaux.hal.laboratories | Laboratoire Bordelais de Recherche en Informatique (LaBRI) - UMR 5800 | * |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.conference.title | International Parallel and Distributed Processing Symposium IPDPS'2006 | |
| bordeaux.country | GR | |
| bordeaux.conference.city | Rhodes Island | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-00789440 | |
| hal.version | 1 | |
| hal.invited | non | |
| hal.proceedings | oui | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-00789440v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2006&rft.au=BEAUMONT,%20Olivier&CARTER,%20Larry&FERRANTE,%20Jeanne&LEGRAND,%20Arnaud&MARCHAL,%20Loris&rft.genre=unknown |
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