Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
Publications
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NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
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TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
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GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
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ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
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Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
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Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC'12) | June 2012
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Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
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Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
-
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
-
TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
-
GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
-
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
-
Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
-
Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC'12) | June 2012
-
Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
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-
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NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
-
-
-
Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
-
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
-
-
-
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
-
TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
-
GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
-
Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
-
Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC'12) | June 2012
-
Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
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People
Youshan Miao
Principal Researcher
Thomas Moscibroda
Technical Fellow & CVP of Engineering Azure Compute Platform Capacity & Efficiency Microsoft
Fan Yang
Sr. Principal Research Manager
Lidong Zhou
Corporate Vice President, Chief Scientist of Microsoft Asia Pacific R&D Group, Managing Director of Microsoft Research Asia