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• W1985018624 abstract "Network-on-Chips (NoCs) have emerged as the backbone for the inter-core communication of a chip-multiprocessor (CMP). This paper evaluates and analyzes the advantages of managing the processing cores and the on-chip communication fabric in synergy for the purpose of performance increase under power constraints. A semi-supervised reinforcement learning (RL) based approach is proposed for performing dynamic voltage and frequency scaling (DVFS) so as to enable the efficient usage of the available on-chip power budget while maximizing performance. The experimental results show that, on average, overall performance is increased by 11% under iso-power conditions, while a core-only or an uncore-only performance boosting approach can only achieve 7% and 3% improvement in performance, respectively." @default.
• W1985018624 created "2016-06-24" @default.
• W1985018624 creator A5005730523 @default.
• W1985018624 creator A5022564890 @default.
• W1985018624 date "2012-07-30" @default.
• W1985018624 modified "2023-09-25" @default.
• W1985018624 title "Power-aware performance increase via core/uncore reinforcement control for chip-multiprocessors" @default.
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• W1985018624 doi "https://doi.org/10.1145/2333660.2333686" @default.
• W1985018624 hasPublicationYear "2012" @default.
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