Cover Image

AI for Computer Architecture : Principles, Practice, and Prospects /

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-bas...

Full description

Bibliographic Details
Main Authors: Chen, Lizhong (Author), Penney, Drew (Author), Jiménez, Daniel (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:1st ed. 2021.
Series:Synthesis Lectures on Computer Architecture,
Subjects:
Electronic circuits.
Microprocessors.
Computer architecture.
Electronic Circuits and Systems.
Processor Architectures.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Preface
  • Acknowledgments
  • Introduction
  • Basics of Machine Learning in Architecture
  • Literature Review
  • Case Studies
  • Analysis of Current Practice
  • Future Directions of AI nobreakspace {
  • Conclusions
  • Bibliography
  • Authors' Biographies.