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ORCIDDerek Gordon Murray
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2020 – today
- 2021
[j3]Derek Gordon Murray, Jiri Simsa, Ana Klimovic
, Ihor Indyk:
tf.data: A Machine Learning Data Processing Framework. Proc. VLDB Endow. 14(12): 2945-2958 (2021)- [i7]Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk:
tf.data: A Machine Learning Data Processing Framework. CoRR abs/2101.12127 (2021)
2010 – 2019
- 2019
- [i6]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 G. 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:
SysML: The New Frontier of Machine Learning Systems. CoRR abs/1904.03257 (2019) - 2018
- [c20]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:
Dynamic control flow in large-scale machine learning. EuroSys 2018: 18:1-18:15 - [i5]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:
Dynamic Control Flow in Large-Scale Machine Learning. CoRR abs/1805.01772 (2018) - 2017
- [c19]Martín Abadi, Michael Isard, Derek Gordon Murray:
A computational model for TensorFlow: an introduction. MAPL@PLDI 2017: 1-7 - 2016
- [j2]Derek Gordon Murray, Frank McSherry, Michael Isard, Rebecca Isaacs, Paul Barham, Martín Abadi:
Incremental, iterative data processing with timely dataflow. Commun. ACM 59(10): 75-83 (2016) - [c18]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:
TensorFlow: A System for Large-Scale Machine Learning. OSDI 2016: 265-283 - [i4]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:
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR abs/1603.04467 (2016) - [i3]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:
TensorFlow: A system for large-scale machine learning. CoRR abs/1605.08695 (2016) - 2015
- [c17]Ionel Gog, Jana Giceva, Malte Schwarzkopf, Kapil Vaswani, Dimitrios Vytiniotis, Ganesan Ramalingam, Manuel Costa, Derek Gordon Murray, Steven Hand, Michael Isard:
Broom: Sweeping Out Garbage Collection from Big Data Systems. HotOS 2015 - [c16]Frank McSherry, Michael Isard, Derek Gordon Murray:
Scalability! But at what COST? HotOS 2015 - 2014
- [i2]Eiko Yoneki, Amitabha Roy, Derek Gordon Murray:
Systems and Algorithms for Large-scale Graph Analytics (Dagstuhl Seminar 14462). Dagstuhl Reports 4(11): 59-77 (2014) - 2013
- [c15]Frank McSherry, Derek Gordon Murray, Rebecca Isaacs, Michael Isard:
Differential Dataflow. CIDR 2013 - [c14]Martín Abadi, Frank McSherry, Derek Gordon Murray, Thomas L. Rodeheffer:
Formal Analysis of a Distributed Algorithm for Tracking Progress. FMOODS/FORTE 2013: 5-19 - [c13]Derek Gordon Murray, Frank McSherry, Rebecca Isaacs, Michael Isard, Paul Barham, Martín Abadi:
Naiad: a timely dataflow system. SOSP 2013: 439-455 - [p1]Derek Gordon Murray, Karthik Nilakant, Jon Crowcroft, Eiko Yoneki:
Task Farming in Crowd Computing. Mobile Ad Hoc Networking 2013: 491-513 - 2012
- [b1]Derek Gordon Murray:
A distributed execution engine supporting data-dependent control flow. University of Cambridge, UK, 2012 - [c12]Malte Schwarzkopf, Derek Gordon Murray, Steven Hand:
The Seven Deadly Sins of Cloud Computing Research. HotCloud 2012 - [i1]Malte Schwarzkopf, Derek Gordon Murray, Steven Hand:
Please mind the gap between intra- and inter-chassis parallelism! (and how it can be closed). Tiny Trans. Comput. Sci. 1 (2012) - 2011
- [j1]Derek Gordon Murray, Steven Hand:
Skywriting on CIEL: Programming the Data Center. login Usenix Mag. 36(2) (2011) - [c11]Derek Gordon Murray, Steven Hand:
Non-Deterministic Parallelism Considered Useful. HotOS 2011 - [c10]Derek Gordon Murray, Malte Schwarzkopf, Christopher Smowton, Steven Smith, Anil Madhavapeddy, Steven Hand:
CIEL: A Universal Execution Engine for Distributed Data-Flow Computing. NSDI 2011 - [c9]Derek Gordon Murray, Michael Isard, Yuan Yu:
Steno: automatic optimization of declarative queries. PLDI 2011: 121-131 - 2010
- [c8]Derek Gordon Murray, Steven Hand:
Scripting the Cloud with Skywriting. HotCloud 2010 - [c7]Derek Gordon Murray, Eiko Yoneki, Jon Crowcroft, Steven Hand:
The case for crowd computing. MobiHeld 2010: 39-44 - [c6]Richard Mortier, Anil Madhavapeddy, Theodore Hong, Derek Gordon Murray, Malte Schwarzkopf:
Using Dust Clouds to Enhance Anonymous Communication. Security Protocols Workshop 2010: 54-59
2000 – 2009
- 2009
- [c5]Grzegorz Milos, Derek Gordon Murray, Steven Hand, Michael A. Fetterman:
Satori: Enlightened Page Sharing. USENIX ATC 2009 - 2008
- [c4]Grzegorz Milos, Derek Gordon Murray:
Boxing clever with IOMMUs. VMSec 2008: 39-44 - [c3]Derek Gordon Murray, Steven Hand:
Privilege separation made easy: trusting small libraries not big processes. EUROSEC 2008: 40-46 - [c2]Derek Gordon Murray, Steven Hand:
Spread-Spectrum Computation. HotDep 2008 - [c1]Derek Gordon Murray, Grzegorz Milos, Steven Hand:
Improving Xen security through disaggregation. VEE 2008: 151-160
Coauthor Index
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