Derek Gordon Murray

32 papers A* 3A 5B 1Misc 1Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	tf.data: A Machine Learning Data Processing Framework. CoRR Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk
2021	J	`jnl`	tf.data: A Machine Learning Data Processing Framework. Proc. VLDB Endow. Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk
2019	J	`jnl`	SysML: The New Frontier of Machine Learning Systems. CoRR Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. 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 M. Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
2018	J	`jnl`	Dynamic Control Flow in Large-Scale Machine Learning. CoRR Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
2018	A	`conf`	Dynamic control flow in large-scale machine learning. EuroSys Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
2017	—	`conf`	A computational model for TensorFlow: an introduction. MAPL@PLDI Martín Abadi, Michael Isard, Derek Gordon Murray
2016	J	`jnl`	Incremental, iterative data processing with timely dataflow. Commun. ACM Derek Gordon Murray, Frank McSherry, Michael Isard, Rebecca Isaacs, Paul Barham, Martín Abadi
2016	A*	`conf`	TensorFlow: A System for Large-Scale Machine Learning. OSDI Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
2016	J	`jnl`	TensorFlow: A system for large-scale machine learning. CoRR Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, Xiaoqiang Zhang
2016	J	`jnl`	TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Gordon Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
2015	A	`conf`	Broom: Sweeping Out Garbage Collection from Big Data Systems. HotOS Ionel Gog, Jana Giceva, Malte Schwarzkopf, Kapil Vaswani, Dimitrios Vytiniotis, Ganesan Ramalingam, Manuel Costa, Derek Gordon Murray, Steven Hand, Michael Isard
2015	A	`conf`	Scalability! But at what COST? HotOS Frank McSherry, Michael Isard, Derek Gordon Murray
2014	J	`jnl`	Systems and Algorithms for Large-scale Graph Analytics (Dagstuhl Seminar 14462). Dagstuhl Reports Eiko Yoneki, Amitabha Roy, Derek Gordon Murray
2013	A	`conf`	Differential Dataflow. CIDR Frank McSherry, Derek Gordon Murray, Rebecca Isaacs, Michael Isard
2013	—	`conf`	Formal Analysis of a Distributed Algorithm for Tracking Progress. FMOODS/FORTE Martín Abadi, Frank McSherry, Derek Gordon Murray, Thomas L. Rodeheffer
2013	A*	`conf`	Naiad: a timely dataflow system. SOSP Derek Gordon Murray, Frank McSherry, Rebecca Isaacs, Michael Isard, Paul Barham, Martín Abadi
2013	—	`ch.`	Task Farming in Crowd Computing. Mobile Ad Hoc Networking Derek Gordon Murray, Karthik Nilakant, Jon Crowcroft, Eiko Yoneki
2012	—	`—`	A distributed execution engine supporting data-dependent control flow. Derek Gordon Murray
2012	J	`jnl`	Please mind the gap between intra- and inter-chassis parallelism! (and how it can be closed). Tiny Trans. Comput. Sci. Malte Schwarzkopf, Derek Gordon Murray, Steven Hand
2012	—	`conf`	The Seven Deadly Sins of Cloud Computing Research. HotCloud Malte Schwarzkopf, Derek Gordon Murray, Steven Hand
2011	Misc	`conf`	CIEL: A Universal Execution Engine for Distributed Data-Flow Computing. NSDI Derek Gordon Murray, Malte Schwarzkopf, Christopher Smowton, Steven Smith, Anil Madhavapeddy, Steven Hand
2011	A	`conf`	Non-Deterministic Parallelism Considered Useful. HotOS Derek Gordon Murray, Steven Hand
2011	J	`jnl`	Skywriting on CIEL: Programming the Data Center. login Usenix Mag. Derek Gordon Murray, Steven Hand
2011	A*	`conf`	Steno: automatic optimization of declarative queries. PLDI Derek Gordon Murray, Michael Isard, Yuan Yu
2010	—	`conf`	Scripting the Cloud with Skywriting. HotCloud Derek Gordon Murray, Steven Hand
2010	—	`conf`	The case for crowd computing. MobiHeld Derek Gordon Murray, Eiko Yoneki, Jon Crowcroft, Steven Hand
2010	—	`conf`	Using Dust Clouds to Enhance Anonymous Communication. Security Protocols Workshop Richard Mortier, Anil Madhavapeddy, Theodore Hong, Derek Gordon Murray, Malte Schwarzkopf
2009	—	`conf`	Satori: Enlightened Page Sharing. USENIX ATC Grzegorz Milos, Derek Gordon Murray, Steven Hand, Michael A. Fetterman
2008	—	`conf`	Boxing clever with IOMMUs. VMSec Grzegorz Milos, Derek Gordon Murray
2008	B	`conf`	Improving Xen security through disaggregation. VEE Derek Gordon Murray, Grzegorz Milos, Steven Hand
2008	—	`conf`	Privilege separation made easy: trusting small libraries not big processes. EUROSEC Derek Gordon Murray, Steven Hand
2008	—	`conf`	Spread-Spectrum Computation. HotDep Derek Gordon Murray, Steven Hand