Optimus: A Dynamic Rewriting Framework for Data-Parallel Execution Plans
Qifa Ke, Michael Isard, Yuan Yu
Eurosys 2013 | April 2013
Publications
Publications
Publications by Year
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Parallelizing the Training of the Kinect Body Parts Labeling Algorithm
Mihai Budiu, Jamie Shotton, Derek Murray, Mark Finocchio
BigLearn Workshop at NIPS | December 2011
BigLearn Workshop at NIPS
Using DryadLINQ for Large Matrix Operations
Frank McSherry, Tom Rodeheffer
MSR-TR-2011-140 | June 2011
TidyFS: A Simple and Small Distributed File System
Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman
Proceedings of the USENIX Annual Technical Conference (USENIX'11) | June 2011
Steno: Automatic Optimization of Declarative Queries
Derek Murray, Michael Isard, Yuan Yu
Proceedings of the 32nd ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2011) | June 2011
DryadOpt: Branch-and-Bound on Distributed Data-Parallel Execution Engines
Mihai Budiu, Daniel Delling, Renato Werneck
25th International Parallel and Distributed Processing Symposium (IPDPS'11) | January 2011
25th International Parallel and Distributed Processing Symposium (IPDPS'11)
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Nectar: Automatic Management of Data and Computation in Datacenters
Pradeep Kumar Gunda, Lenin Ravindranath, Chandu Thekkath, Yuan Yu, Li Zhuang
Proceedings of the 9th Symposium on Operating Systems Design and Implementation (OSDI) | October 2010
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DryadLINQ for Scientific Analyses
Jaliya Ekanayake, Thilina Gunarathne, Geoffrey Fox, Atilla Soner Balkir, Christophe Poulain, Nelson Araujo, Roger Barga
December 2009
Some sample programs written in DryadLINQ
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey, Frank McSherry
MSR-TR-2009-182 | December 2009
Quincy: Fair Scheduling for Distributed Computing Clusters
Michael Isard, Vijayan Prabhakaran, Jon Currey, Udi Wieder, Kunal Talwar, Andrew Goldberg
Proceedings of 22nd ACM Symposium on Operating Systems Principles | October 2009
Distributed Aggregation for Data-Parallel Computing: Interfaces and Implementations
Yuan Yu, Pradeep Kumar Gunda, Michael Isard
ACM Symposium on Operating Systems Principles (SOSP) | October 2009
Distributed Data-Parallel Computing Using a High-Level Programming Language
Michael Isard, Yuan Yu
International Conference on Management of Data (SIGMOD) | July 2009
DryadInc: Reusing work in large-scale computations
Mihai Budiu, Yuan Yu, Michael Isard
Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09) | June 2009
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DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey
OSDI'08: Eighth Symposium on Operating System Design and Implementation | December 2008
Hunting for problems with Artemis
Gabriela F. Cretu-Ciocarlie, Mihai Budiu, Moises Goldszmidt
USENIX Workshop on the Analysis of System Logs (WASL) | December 2008
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Dryad: Distributed Data-parallel Programs from Sequential Building Blocks
Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly
Proceedings of the 2007 Eurosys Conference | March 2007
Publications by Research Area
-
Optimus: A Dynamic Rewriting Framework for Data-Parallel Execution Plans
Qifa Ke, Michael Isard, Yuan Yu
Eurosys 2013 | April 2013
Parallelizing the Training of the Kinect Body Parts Labeling Algorithm
Mihai Budiu, Jamie Shotton, Derek Murray, Mark Finocchio
BigLearn Workshop at NIPS | December 2011
BigLearn Workshop at NIPS
TidyFS: A Simple and Small Distributed File System
Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman
Proceedings of the USENIX Annual Technical Conference (USENIX'11) | June 2011
Steno: Automatic Optimization of Declarative Queries
Derek Murray, Michael Isard, Yuan Yu
Proceedings of the 32nd ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2011) | June 2011
Some sample programs written in DryadLINQ
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey, Frank McSherry
MSR-TR-2009-182 | December 2009
Quincy: Fair Scheduling for Distributed Computing Clusters
Michael Isard, Vijayan Prabhakaran, Jon Currey, Udi Wieder, Kunal Talwar, Andrew Goldberg
Proceedings of 22nd ACM Symposium on Operating Systems Principles | October 2009
Distributed Aggregation for Data-Parallel Computing: Interfaces and Implementations
Yuan Yu, Pradeep Kumar Gunda, Michael Isard
ACM Symposium on Operating Systems Principles (SOSP) | October 2009
Distributed Data-Parallel Computing Using a High-Level Programming Language
Michael Isard, Yuan Yu
International Conference on Management of Data (SIGMOD) | July 2009
DryadInc: Reusing work in large-scale computations
Mihai Budiu, Yuan Yu, Michael Isard
Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09) | June 2009
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey
OSDI'08: Eighth Symposium on Operating System Design and Implementation | December 2008
Dryad: Distributed Data-parallel Programs from Sequential Building Blocks
Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly
Proceedings of the 2007 Eurosys Conference | March 2007
-
Optimus: A Dynamic Rewriting Framework for Data-Parallel Execution Plans
Qifa Ke, Michael Isard, Yuan Yu
Eurosys 2013 | April 2013
Using DryadLINQ for Large Matrix Operations
Frank McSherry, Tom Rodeheffer
MSR-TR-2011-140 | June 2011
TidyFS: A Simple and Small Distributed File System
Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman
Proceedings of the USENIX Annual Technical Conference (USENIX'11) | June 2011
DryadLINQ for Scientific Analyses
Jaliya Ekanayake, Thilina Gunarathne, Geoffrey Fox, Atilla Soner Balkir, Christophe Poulain, Nelson Araujo, Roger Barga
December 2009
Some sample programs written in DryadLINQ
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey, Frank McSherry
MSR-TR-2009-182 | December 2009
Quincy: Fair Scheduling for Distributed Computing Clusters
Michael Isard, Vijayan Prabhakaran, Jon Currey, Udi Wieder, Kunal Talwar, Andrew Goldberg
Proceedings of 22nd ACM Symposium on Operating Systems Principles | October 2009
DryadInc: Reusing work in large-scale computations
Mihai Budiu, Yuan Yu, Michael Isard
Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09) | June 2009
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey
OSDI'08: Eighth Symposium on Operating System Design and Implementation | December 2008
Hunting for problems with Artemis
Gabriela F. Cretu-Ciocarlie, Mihai Budiu, Moises Goldszmidt
USENIX Workshop on the Analysis of System Logs (WASL) | December 2008
Dryad: Distributed Data-parallel Programs from Sequential Building Blocks
Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly
Proceedings of the 2007 Eurosys Conference | March 2007
-
Using DryadLINQ for Large Matrix Operations
Frank McSherry, Tom Rodeheffer
MSR-TR-2011-140 | June 2011
DryadInc: Reusing work in large-scale computations
Mihai Budiu, Yuan Yu, Michael Isard
Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09) | June 2009
-
DryadOpt: Branch-and-Bound on Distributed Data-Parallel Execution Engines
Mihai Budiu, Daniel Delling, Renato Werneck
25th International Parallel and Distributed Processing Symposium (IPDPS'11) | January 2011
25th International Parallel and Distributed Processing Symposium (IPDPS'11)
-
Nectar: Automatic Management of Data and Computation in Datacenters
Pradeep Kumar Gunda, Lenin Ravindranath, Chandu Thekkath, Yuan Yu, Li Zhuang
Proceedings of the 9th Symposium on Operating Systems Design and Implementation (OSDI) | October 2010
-
Hunting for problems with Artemis
Gabriela F. Cretu-Ciocarlie, Mihai Budiu, Moises Goldszmidt
USENIX Workshop on the Analysis of System Logs (WASL) | December 2008
Publications by Type
-
Optimus: A Dynamic Rewriting Framework for Data-Parallel Execution Plans
Qifa Ke, Michael Isard, Yuan Yu
Eurosys 2013 | April 2013
Parallelizing the Training of the Kinect Body Parts Labeling Algorithm
Mihai Budiu, Jamie Shotton, Derek Murray, Mark Finocchio
BigLearn Workshop at NIPS | December 2011
BigLearn Workshop at NIPS
TidyFS: A Simple and Small Distributed File System
Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman
Proceedings of the USENIX Annual Technical Conference (USENIX'11) | June 2011
Steno: Automatic Optimization of Declarative Queries
Derek Murray, Michael Isard, Yuan Yu
Proceedings of the 32nd ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2011) | June 2011
DryadOpt: Branch-and-Bound on Distributed Data-Parallel Execution Engines
Mihai Budiu, Daniel Delling, Renato Werneck
25th International Parallel and Distributed Processing Symposium (IPDPS'11) | January 2011
25th International Parallel and Distributed Processing Symposium (IPDPS'11)
Nectar: Automatic Management of Data and Computation in Datacenters
Pradeep Kumar Gunda, Lenin Ravindranath, Chandu Thekkath, Yuan Yu, Li Zhuang
Proceedings of the 9th Symposium on Operating Systems Design and Implementation (OSDI) | October 2010
DryadLINQ for Scientific Analyses
Jaliya Ekanayake, Thilina Gunarathne, Geoffrey Fox, Atilla Soner Balkir, Christophe Poulain, Nelson Araujo, Roger Barga
December 2009
Quincy: Fair Scheduling for Distributed Computing Clusters
Michael Isard, Vijayan Prabhakaran, Jon Currey, Udi Wieder, Kunal Talwar, Andrew Goldberg
Proceedings of 22nd ACM Symposium on Operating Systems Principles | October 2009
Distributed Aggregation for Data-Parallel Computing: Interfaces and Implementations
Yuan Yu, Pradeep Kumar Gunda, Michael Isard
ACM Symposium on Operating Systems Principles (SOSP) | October 2009
Distributed Data-Parallel Computing Using a High-Level Programming Language
Michael Isard, Yuan Yu
International Conference on Management of Data (SIGMOD) | July 2009
DryadInc: Reusing work in large-scale computations
Mihai Budiu, Yuan Yu, Michael Isard
Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09) | June 2009
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey
OSDI'08: Eighth Symposium on Operating System Design and Implementation | December 2008
Hunting for problems with Artemis
Gabriela F. Cretu-Ciocarlie, Mihai Budiu, Moises Goldszmidt
USENIX Workshop on the Analysis of System Logs (WASL) | December 2008
Dryad: Distributed Data-parallel Programs from Sequential Building Blocks
Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly
Proceedings of the 2007 Eurosys Conference | March 2007
-
Using DryadLINQ for Large Matrix Operations
Frank McSherry, Tom Rodeheffer
MSR-TR-2011-140 | June 2011
Some sample programs written in DryadLINQ
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey, Frank McSherry
MSR-TR-2009-182 | December 2009
People
Christophe Poulain
Principal Software Development Engineer