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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Bibliographic Details

Published in:	2021 58th ACM/IEEE Design Automation Conference (DAC) pp. 55 - 60
Main Authors:	Zhou, Yuan, Wang, Hanyu, Yin, Jieming, Zhang, Zhiru
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2021
Subjects:	Computational modeling Deep learning Machine Learning Network-on-Chip Neural networks Ports (computers) Throughput Traffic control Training
Online Access:	Get full text
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