Distilling Arbitration Logic from Traces using Machine Learning: A Case Study on NoC

Arbitration logic is extensively used in modern computer architectures to dynamically determine how shared hardware resources are allocated or accessed. Recent work has shown that machine learning techniques can learn non-obvious yet effective arbitration policies, which in simulation demonstrate su...

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Vydané v:	2021 58th ACM/IEEE Design Automation Conference (DAC) s. 55 - 60
Hlavní autori:	Zhou, Yuan, Wang, Hanyu, Yin, Jieming, Zhang, Zhiru
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 05.12.2021
Predmet:	Computational modeling Deep learning Machine Learning Network-on-Chip Neural networks Ports (computers) Throughput Traffic control Training
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