Machine learning-based prefetch optimization for data center applications

Author:

Liao Shih-wei,Hung Tzu-Han,Nguyen Donald,Chou Chinyen,Tu Chiaheng,Zhou Hucheng

Publisher

ACM Press

Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. NeuroCool: Dynamic Thermal Management of 3D DRAM for Deep Neural Networks through Customized Prefetching;ACM Transactions on Design Automation of Electronic Systems;2023-12-18

2. A Reinforcement Learning Approach to Optimize Cache Prefetcher Aggressiveness at Run-Time;2023 Tenth International Conference on Software Defined Systems (SDS);2023-10-23

3. SGDP: A Stream-Graph Neural Network Based Data Prefetcher;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

4. Puppeteer: A Random Forest Based Manager for Hardware Prefetchers Across the Memory Hierarchy;ACM Transactions on Architecture and Code Optimization;2022-12-16

5. DeepP: Deep Learning Multi-Program Prefetch Configuration for the IBM POWER 8;IEEE Transactions on Computers;2022-10-01

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