Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning-Reference-Cited by-同舟云学术

Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning

Published:2021-10-17 Issue: Volume: Page:
ISSN:
Container-title:MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture
language:
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Author:

Bera Rahul¹,Kanellopoulos Konstantinos²,Nori Anant³,Shahroodi Taha⁴,Subramoney Sreenivas⁵,Mutlu Onur¹

Affiliation:

1. ETH Zurich, Switzerland

2. ETH Zürich

3. Intel, India

4. TU Delft, Switzerland

5. Intel Labs, India

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3466752.3480114

Reference144 articles.

1. 2nd Cache Replacement Championship. https://crc2.ece.tamu.edu. 2nd Cache Replacement Championship. https://crc2.ece.tamu.edu.

2. 2nd Data Prefetching Championship. http://comparch-conf.gatech.edu/dpc2/. 2nd Data Prefetching Championship. http://comparch-conf.gatech.edu/dpc2/.

3. 3rd Data Prefetching Championship. https://dpc3.compas.cs.stonybrook.edu. 3rd Data Prefetching Championship. https://dpc3.compas.cs.stonybrook.edu.

4. 6th Generation Intel® Processor Family. https://www.intel.com/content/www/us/en/processors/core/desktop-6th-gen-core-family-spec-update.html. 6th Generation Intel® Processor Family. https://www.intel.com/content/www/us/en/processors/core/desktop-6th-gen-core-family-spec-update.html.

5. AMD Ryzen Threadripper 3990X. https://en.wikichip.org/wiki/amd/ryzen_threadripper/3990x. AMD Ryzen Threadripper 3990X. https://en.wikichip.org/wiki/amd/ryzen_threadripper/3990x.

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