Derek Murray

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I develop novel distributed systems for large-scale data processing. In this field, I focus on two areas: increasing the expressiveness and performance over existing systems.

Research Interests

Papers共 54 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers

Youjie Li,Amar Phanishayee,Derek Murray,Jakub Tarnawski,Nam Sung Kim

Proceedings of the VLDB Endowmentno. 11 (2022): 2747-2760

Cited25Views0EIBibtex

Doing More with Less: Training Large DNN Models on Commodity Servers for the Masses

Youjie Li,Amar Phanishayee,Derek Murray,Nam Sung Kim

HotOS（2021）

Cited2Views0EIBibtex

Doing more with less

Youjie Li,Amar Phanishayee,Derek Murray,Nam Sung Kim

Proceedings of the Workshop on Hot Topics in Operating Systems (2021)

Cited0Views0Bibtex

SymbioticLab/tensorflow-salus: Release Code for MLSys20

TensorFlower Gardener,Vijay Vasudevan,Benoit Steiner,Shanqing Cai,Martin Wicke, Günhan Gülsoy,Illia Polosukhin,Derek G. Murray, Ebrevdo, Yuanjun Tang, Aetf,Andrew Harp,Daniel Smilkov, Yifei Feng, Jonathan Hseu,Dandelion Mané, Asim Shankar,Geoffrey Irving,Pete Warden, Ispirmustafa,Zongheng Yang, Bongard Josh,Manjunath Kudlur, Peter Hawkins,Yuan Yu,Charles Nicholson,Rohan Jain,Andrew Selle, Suharsh Sivakumar,Sukriti Ramesh

semanticscholar

Cited0Views0Bibtex

ZiMM: a deep learning model for long term adverse events with non-clinical claims data

Ashish Agarwal,Paul Barham,Eugene Brevdo,Matthieu Devin,Sanjay Ghemawat, Ian, Goodfellow,Andrew Harp,Geoffrey Irving,Michael Isard,Yangqing Jia,Rafal Jozefowicz,Lukasz Kaiser,Manjunath Kudlur,Josh Levenberg,Dandelion Mané,Rajat Monga, Sherry, Moore,Derek Murray,Chris Olah,Mike Schuster,Jonathon Shlens,Benoit Steiner, Ilya, Sutskever

semanticscholar（2019）

Cited1Views0Bibtex

SysML: the New Frontier of Machine Learning Systems

Alexander Ratner,Dan Alistarh,Gustavo Alonso, David G. Andersen,Peter Bailis,Sarah Bird,Nicholas Carlini,Bryan Catanzaro, Jennifer Chayes,Eric Chung,Bill Dally,Jeff Dean,Inderjit S. Dhillon,Alexandros Dimakis,Pradeep Dubey, Charles Elkan,Grigori Fursin,Gregory R. Ganger,Lise Getoor,Phillip B. Gibbons,Garth A. Gibson,Joseph E. Gonzalez,Justin Gottschlich,Song Han,Kim Hazelwood,Furong Huang,Martin Jaggi,Kevin Jamieson,Michael I. Jordan,Gauri Joshi,Rania Khalaf,Jason Knight,Jakub Konečný,Tim Kraska,Arun Kumar,Anastasios Kyrillidis, Aparna Lakshmiratan,Jing Li,Samuel Madden,H. Brendan McMahan,Erik Meijer,Ioannis Mitliagkas,Rajat Monga,Derek Murray, Kunle Olukotun,Dimitris Papailiopoulos,Gennady Pekhimenko,Theodoros Rekatsinas,Afshin Rostamizadeh,Christopher Ré,Christopher De Sa,Hanie Sedghi,Siddhartha Sen,Virginia Smith,Alex Smola,Dawn Song,Evan Sparks,Ion Stoica,Vivienne Sze,Madeleine Udell,Joaquin Vanschoren,Shivaram Venkataraman,Rashmi Vinayak,Markus Weimer,Andrew Gordon Wilson,Eric Xing,Matei Zaharia,Ce Zhang,Ameet Talwalkar

CoRR (2019)

Cited28Views0EIBibtex

Proceedings of the Workshop on Machine Reading for Question Answering

Yichen Gong,Samuel R. Bowman,Martı́n Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo,Zhifeng Chen,Craig Citro, Greg Cor- Rado,Andy Davis,Jeffrey Dean,Matthieu Devin,Sanjay Ghemawat,Ian Goodfellow,Andrew Harp,Geoffrey Irving,Michael Isard,Yangqing Jia,Rafał Józefowicz,Łukasz Kaiser,Manjunath Kudlur,Josh Levenberg,Dan Mané,Rajat Monga,Sherry Moore,Derek G. Murray,Chris Olah,Mike Schuster,Jonathon Shlens,Benoit Steiner,Ilya Sutskever, Kunal Tal- War,Paul A. Tucker,Vincent Vanhoucke, Vijay Vasude- Van,Fernanda Viégas,Oriol Vinyals,Pete Warden,Mir Rosenberg, Xinshan Song, Jianfeng Gao,Saurabh Tiwary,Marc-Antoine Rondeau,Timothy J. Hazen,Seunghak Yu,Sathish Reddy Indurthi,Seohyun Back,Haejun Lee, Jörg K. H. Franke, Jan Niehues, Alex Waibel,Michael Boratko,Harshit Padigela,Divyendra Mikkilineni,Pritish Yuvraj,Rajarshi Das,Andrew McCallum,Maria Chang,Achille Fokoue-Nkoutche,Pavan Kapanipathi,Nicholas Mattei,Ryan Musa,Kartik Talamadupula,Michael Witbrock,Boratko Michael,Fokoue-Nkoutche Achille, Franke Jörg, Wei He,Sathish Reddy, Xuan Li,Wadhwa Soumya

openalex（2018）

Cited0Views0Bibtex

Dynamic Control Flow in Large-Scale Machine Learning

Yuan Yu,Martin Abadi,Paul Barham,Eugene Brevdo,Mike Burrows,Andy Davis,Jeff Dean,Sanjay Ghemawat,Tim Harley,Peter Hawkins,Michael Isard,Manjunath Kudlur,Rajat Monga,Derek Murray,Xiaoqiang Zheng

CoRR（2018）

Cited91Views0EIBibtex

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Papers共 54 篇Author StatisticsCo-AuthorSimilar Experts