# The Tribes of Machine Learning and the Realm of Computer Architecture

arXiv: https://arxiv.org/abs/2012.04105 · HTML: https://mlsanity.com/paper/2012.04105/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 7 Dec 2020.

## Built on by (most cited first, 1 of 1)

- [Accelerating Computer Architecture Simulation through Machine Learning](https://mlsanity.com/paper/2402.18746/) (2024)

## Abstract (arXiv)

Machine learning techniques have influenced the field of computer architecture like many other fields. This paper studies how the fundamental machine learning techniques can be applied towards computer architecture problems. We also provide a detailed survey of computer architecture research that employs different machine learning methods. Finally, we present some future opportunities and the outstanding challenges that need to be overcome to exploit full potential of machine learning for computer architecture.