A Distributed Energy-aware Task Mapping to Achieve Thermal Balancing and Improve Reliability of Many-core Systems

Abstract : Investigating novel techniques to improve many-core embedded systems lifetime, reliability, and thermal management is a fundamental challenge for the semiconductor industry. Imbalanced mapping of applications may considerably affect the system performance and lifetime due to thermal issues in an integrated circuit (e.g. hotspot zones). Traditional mapping techniques focus on local optimizations, e.g. minimize the number of hops between communicating tasks, which may lead to hotspot zones and underutilization of some processing resources. This paper proposes a runtime mapping heuristic whose cost function targets temporal workload and energy consumption balance in large scale systems. The proposed heuristic minimizes the occurrence of hotspots by distributing application workload onto the processing elements in a uniform way, which contributes to a balanced thermal distribution across the system. These features improve system reliability and postpone aging effects. Results with several benchmarks executing in a cycle-accurate platform model show a uniform system utilization when comparing the proposed heuristic to conventional mapping approaches.
Type de document :
Communication dans un congrès
SBCCI: Symposium on Integrated Circuits and Systems Design, Aug 2015, Salvador de Bahia, Brazil. 28th Symposium on Integrated Circuits and Systems Design, Chip in is Bahia, 2015, 〈http://www.chipinbahia.eng.ufba.br/sbcci-2015/home〉. 〈10.1145/2800986.2800992〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-01419117
Contributeur : Gilles Sassatelli <>
Soumis le : dimanche 18 décembre 2016 - 19:51:46
Dernière modification le : jeudi 28 juin 2018 - 15:12:04

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Marcelo Mandelli, Guilherme Castilhos, Gilles Sassatelli, Luciano Ost, Fernando G. Moraes. A Distributed Energy-aware Task Mapping to Achieve Thermal Balancing and Improve Reliability of Many-core Systems. SBCCI: Symposium on Integrated Circuits and Systems Design, Aug 2015, Salvador de Bahia, Brazil. 28th Symposium on Integrated Circuits and Systems Design, Chip in is Bahia, 2015, 〈http://www.chipinbahia.eng.ufba.br/sbcci-2015/home〉. 〈10.1145/2800986.2800992〉. 〈lirmm-01419117〉

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