by Mingyu Gao on Aug 29, 2022 | Tags: graduate school, Machine Learning, phd, Research
Modern research in computer architecture has been developed far beyond the conventional textbook topics of processor microarchitectures and memory hierarchies, now expanding to a much more diverse range of novel areas. Computer architects can explore many promising...
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by Irene Zhang on Aug 24, 2022 | Tags: datacenter, microkernel, Networking, Operating Systems, os
The research community has long predicted the death of Moore’s law and attendant growth in datacenter hardware speeds. In a few years, datacenter networks will grow an order of magnitude from 40Gb to 400Gb. Systems researchers, including myself, have been preparing...
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by Caroline Trippel on Aug 15, 2022 | Tags: Datacenters, Errors, Reliability, Testing
Hyperscalers are reporting frequent silent data corruptions (SDCs)—a.k.a. silent errors or corrupt execution errors (CEEs)—in their cloud fleets caused by silicon manufacturing defects. Notably, SDCs at-scale exhibit error occurrence rates on the order of one fault...
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by Dana Vantrease and Lisa Hsu on Aug 12, 2022 | Tags: Education, Industry
One of the unexpected side effects of the COVID-19 pandemic was the opportunity to virtually co-teach Computer Architecture at Princeton University during the spring of 2021. Princeton was in need of an instructor, and given that everything was over Zoom anyway, they...
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by Emery Berger on Aug 10, 2022 | Tags: Academia, Education, Machine Learning
CS educators: AI-based developer tools are gunning for your assignments. Resistance is futile GitHub’s AI-based Copilot tool went public this summer. It’s an amazing tool for software developers. But students armed with it will be bringing Uzis to a knife fight. Using...
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