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A Reinforcement Learning Approach To Optimize the MLC Prefetcher Aggressiveness at Run-Time

Stichwort:

Computer Architecture, Mid-Level Cache Prefetchers, Run-Time Performance Tuning, Q-learning, Reinforcement Learning, and Hardware Optimization

Schöpfer:

Adiletta, Matthew J.

Advisor:

Sunar, Berk, Shue, Craig A., and Doroz, Yarkin

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-05-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
Prefetcher Optimization

Stichwort:

Performance, Q-learning, Cache Memory, Reinforcement Learning, Optimization, and Cache Prefetching

Schöpfer:

Adiletta, Matthew J.

Advisor:

Sunar, Berk and Shue, Craig A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2020-12-07

Resource Type:

Major Qualifying Project