Planning and optimization in TORQUE resource manager

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KLUSÁČEK Dalibor CHLUMSKÝ Václav RUDOVÁ Hana

Rok publikování 2015
Druh Článek ve sborníku
Konference Proceedings of the 24th ACM International Symposium on High Performance Distributed Computing
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
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Doi http://dx.doi.org/10.1145/2749246.2749266
Obor Informatika
Klíčová slova Scheduler; Planning; Optimization; Metaheuristic
Popis We presents a unique advanced job scheduler for the widely used TORQUE Resource Manager. Unlike common schedulers that are using queuing approach and heuristics, our solution uses planning (job schedule construction) and schedule optimization by a local search-inspired metaheuristic, achieving better predictability, performance and fairness with respect to common queue-based approaches. The suitability and good performance of our solution is demonstrated both by “synthetic” experiments as well as by our real-life performance results that are coming from the deployment of our scheduler in the production infrastructure of the Czech Centre for Education, Reasearch and Innovation in ICT (CERIT Scientific Cloud).
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