Derek Gordon Murray

According to our database1, Derek Gordon Murray authored at least 30 papers between 2008 and 2019.

Collaborative distances:



In proceedings 
PhD thesis 




SysML: The New Frontier of Machine Learning Systems.
CoRR, 2019

Dynamic Control Flow in Large-Scale Machine Learning.
CoRR, 2018

Dynamic control flow in large-scale machine learning.
Proceedings of the Thirteenth EuroSys Conference, 2018

A computational model for TensorFlow: an introduction.
Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2017

TensorFlow: A system for large-scale machine learning.
CoRR, 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.
CoRR, 2016

Incremental, iterative data processing with timely dataflow.
Commun. ACM, 2016

Scalability! But at what COST?
Proceedings of the 15th Workshop on Hot Topics in Operating Systems, 2015

Broom: Sweeping Out Garbage Collection from Big Data Systems.
Proceedings of the 15th Workshop on Hot Topics in Operating Systems, 2015

Systems and Algorithms for Large-scale Graph Analytics (Dagstuhl Seminar 14462).
Dagstuhl Reports, 2014

Naiad: a timely dataflow system.
Proceedings of the ACM SIGOPS 24th Symposium on Operating Systems Principles, 2013

Formal Analysis of a Distributed Algorithm for Tracking Progress.
Proceedings of the Formal Techniques for Distributed Systems, 2013

Differential Dataflow.
Proceedings of the CIDR 2013, 2013

Task Farming in Crowd Computing.
Proceedings of the Mobile Ad Hoc Networking: Cutting Edge Directions, Second Edition, 2013

A distributed execution engine supporting data-dependent control flow.
PhD thesis, 2012

Please mind the gap between intra- and inter-chassis parallelism! (and how it can be closed).
TinyToCS, 2012

The Seven Deadly Sins of Cloud Computing Research.
Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

Skywriting on CIEL: Programming the Data Center.
;login:, 2011

Steno: automatic optimization of declarative queries.
Proceedings of the 32nd ACM SIGPLAN Conference on Programming Language Design and Implementation, 2011

CIEL: A Universal Execution Engine for Distributed Data-Flow Computing.
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Non-Deterministic Parallelism Considered Useful.
Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Using Dust Clouds to Enhance Anonymous Communication.
Proceedings of the Security Protocols XVIII, 2010

The case for crowd computing.
Proceedings of the 2ndt ACM SIGCOMM Workshop on Networking, 2010

Scripting the Cloud with Skywriting.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

Satori: Enlightened Page Sharing.
Proceedings of the 2009 USENIX Annual Technical Conference, 2009

Improving Xen security through disaggregation.
Proceedings of the 4th International Conference on Virtual Execution Environments, 2008

Spread-Spectrum Computation.
Proceedings of the Fourth Workshop on Hot Topics in System Dependability, 2008

Privilege separation made easy: trusting small libraries not big processes.
Proceedings of the First European Workshop on System Security, 2008

Boxing clever with IOMMUs.
Proceedings of the 1st ACM Workshop on Virtual Machine Security, 2008