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Henry Hoffmann

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CacheGen: Fast Context Loading for Language Model Applications

Oct 11, 2023
Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang

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Automatic and Efficient Customization of Neural Networks for ML Applications

Oct 07, 2023
Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire

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Acela: Predictable Datacenter-level Maintenance Job Scheduling

Dec 10, 2022
Yi Ding, Aijia Gao, Thibaud Ryden, Kaushik Mitra, Sukumar Kalmanje, Yanai Golany, Michael Carbin, Henry Hoffmann

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SCOPE: Safe Exploration for Dynamic Computer Systems Optimization

Apr 22, 2022
Hyunji Kim, Ahsan Pervaiz, Henry Hoffmann, Michael Carbin, Yi Ding

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Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression

Apr 11, 2022
Yi Ding, Alex Renda, Ahsan Pervaiz, Michael Carbin, Henry Hoffmann

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NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction

Mar 16, 2022
Yi Ding, Avinash Rao, Hyebin Song, Rebecca Willett, Henry Hoffmann

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Orthogonalized SGD and Nested Architectures for Anytime Neural Networks

Aug 15, 2020
Chengcheng Wan, Henry Hoffmann, Shan Lu, Michael Maire

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QURATOR: Innovative Technologies for Content and Data Curation

Apr 25, 2020
Georg Rehm, Peter Bourgonje, Stefanie Hegele, Florian Kintzel, Julián Moreno Schneider, Malte Ostendorff, Karolina Zaczynska, Armin Berger, Stefan Grill, Sören Räuchle, Jens Rauenbusch, Lisa Rutenburg, André Schmidt, Mikka Wild, Henry Hoffmann, Julian Fink, Sarah Schulz, Jurica Seva, Joachim Quantz, Joachim Böttger, Josefine Matthey, Rolf Fricke, Jan Thomsen, Adrian Paschke, Jamal Al Qundus, Thomas Hoppe, Naouel Karam, Frauke Weichhardt, Christian Fillies, Clemens Neudecker, Mike Gerber, Kai Labusch, Vahid Rezanezhad, Robin Schaefer, David Zellhöfer, Daniel Siewert, Patrick Bunk, Lydia Pintscher, Elena Aleynikova, Franziska Heine

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ALERT: Accurate Anytime Learning for Energy and Timeliness

Oct 31, 2019
Chengcheng Wan, Muhammad Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, Shan Lu

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