Ai For Computer Architecture

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AI for Computer Architecture

AI for Computer Architecture
Author :
Publisher : Morgan & Claypool Publishers
Total Pages : 144
Release :
ISBN-10 : 9781681739854
ISBN-13 : 1681739852
Rating : 4/5 (852 Downloads)

Book Synopsis AI for Computer Architecture by : Lizhong Chen

Download or read book AI for Computer Architecture written by Lizhong Chen and published by Morgan & Claypool Publishers. This book was released on 2020-11-06 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. Taken together, these strategies and techniques present a promising future for increasingly automated computer architecture designs.


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