research
∙
06/06/2023
Fifty Years of ISCA: A data-driven retrospective on key trends
Computer Architecture, broadly, involves optimizing hardware and softwar...
share
research
∙
02/15/2023
Learning Performance-Improving Code Edits
The waning of Moore's Law has shifted the focus of the tech industry tow...
research
∙
08/09/2022
Learning to Improve Code Efficiency
Improvements in the performance of computing systems, driven by Moore's ...
research
∙
08/15/2021
Socio-Technological Challenges and Opportunities: Paths Forward
Advancements in digital technologies have a bootstrapping effect. The pa...
research
∙
06/29/2020
An Imitation Learning Approach for Cache Replacement
Program execution speed critically depends on increasing cache hits, as ...
research
∙
06/15/2020
Neural Execution Engines: Learning to Execute Subroutines
A significant effort has been made to train neural networks that replica...
research
∙
06/17/2019
Learning Execution through Neural Code Fusion
As the performance of computer systems stagnates due to the end of Moore...
research
∙
03/06/2018