Computer Architecture Today

Informing the broad computing community about current activities, advances and future directions in computer architecture.
Archive of posts tagged: Machine Learning
AI Software Should be More Like Plain Old Software

AI Software Should be More Like Plain Old Software

A Tale of Two Softwares: In a world where AI is revolutionizing the way we interact with technology, a new type of software emerges: AI Software (AISW). But with great power comes great responsibility, and the systems research community must rise to the challenge of ensuring AISW is as robust, secure, and safe as its predecessor, Plain Old Software (POSW).

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Architecture 2.0 Workshop: How Machine Learning Will Redefine Computer Architecture and Systems

Architecture 2.0 Workshop: How Machine Learning Will Redefine Computer Architecture and Systems

Benchmarks, Competitions, Datasets, Leaderboards, Machine Learning, ML4Sys, MLSys

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Architecture 2.0: Why Computer Architects Need a Data-Centric AI Gymnasium

Architecture 2.0: Why Computer Architects Need a Data-Centric AI Gymnasium

Machine learning driven computer architecture tools and methods have the potential to drastically shape the future of computer architecture. The question is: how can we lay the foundation to effectively usher in this era? In this post, we delve into the transformative...

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