Derek G. Murray
Derek G. Murray
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TitleCited byYear
TensorFlow: A system for large-scale machine learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
OSDI 2016, 265--283, 2016
9547*2016
TensorFlow: Large-scale machine learning on heterogeneous systems, 2015
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
Software available from tensorflow. org 1 (2), 2015
46632015
Naiad: a timely dataflow system
DG Murray, F McSherry, R Isaacs, M Isard, P Barham, M Abadi
Proceedings of the 24th ACM Symposium on Operating Systems Principles, 2013
5852013
Ciel: a universal execution engine for distributed data-flow computing
DG Murray, M Schwarzkopf, C Smowton, S Smith, A Madhavapeddy, ...
NSDI 2011, 2011
2912011
Improving Xen security through disaggregation
DG Murray, G Miłós, S Hand
Proceedings of the fourth ACM SIGPLAN/SIGOPS international conference on …, 2008
2802008
Satori: Enlightened page sharing
G Miłós, DG Murray, S Hand, MA Fetterman
USENIX ATC, 1-1, 2009
2282009
Scalability! But at what COST?
F McSherry, M Isard, DG Murray
15th Workshop on Hot Topics in Operating Systems (HotOS XV), 2015
2262015
Differential dataflow
F McSherry, DG Murray, R Isaacs, M Isard
Conference on Innovative Data Systems Research (CIDR), 2013
1712013
The case for crowd computing
DG Murray, E Yoneki, J Crowcroft, S Hand
Proceedings of the second ACM SIGCOMM workshop on Networking, systems, and …, 2010
992010
Broom: Sweeping out garbage collection from big data systems
I Gog, J Giceva, M Schwarzkopf, K Vaswani, D Vytiniotis, G Ramalingam, ...
15th Workshop on Hot Topics in Operating Systems (HotOS XV), 2015
772015
Differential dataflow
FD McSherry, R Isaacs, MA Isard, DG Murray
US Patent 9,165,035, 2015
622015
The Seven Deadly Sins of Cloud Computing Research
M Schwarzkopf, DG Murray, S Hand
Proceedings of the 4th USENIX conference on Hot topics in cloud computing, 2012
552012
Steno: automatic optimization of declarative queries
DG Murray, M Isard, Y Yu
Proceedings of the 32nd ACM SIGPLAN conference on Programming language …, 2011
482011
Scripting the cloud with Skywriting
DG Murray, S Hand
Proceedings of the 2nd USENIX conference on Hot topics in cloud computing, 12-12, 2010
432010
Reachability-based coordination for cyclic dataflow
FD McSherry, R Isaacs, MA Isard, DG Murray
US Patent 9,832,068, 2017
422017
Privilege separation made easy: trusting small libraries not big processes
DG Murray, S Hand
Proceedings of the 1st European Workshop on System Security, 40-46, 2008
312008
A computational model for TensorFlow: an introduction
M Abadi, M Isard, DG Murray
Proceedings of the 1st ACM SIGPLAN International Workshop on Machine …, 2017
282017
Dynamic control flow in large-scale machine learning
Y Yu, M Abadi, P Barham, E Brevdo, M Burrows, A Davis, J Dean, ...
Proceedings of the Thirteenth EuroSys Conference, 18, 2018
172018
Parallelizing the Training of the Kinect Body Parts Labeling Algorithm
M Budiu, J Shotton, DG Murray, M Finocchio
Big Learning 2011: Workshop on Algorithms, Systems, and Tools for Learning …, 2011
152011
Using dust clouds to enhance anonymous communication
R Mortier, A Madhavapeddy, T Hong, D Murray, M Schwarzkopf
Cambridge International Workshop on Security Protocols, 54-59, 2010
132010
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