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