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Thesis Defense Large -Scale Graph Computation on Just a PC

Thesis Defense Large -Scale Graph Computation on Just a PC

Thesis Defense Large -Scale Graph Computation on Just a PC. Thesis Committee:. Aapo Kyrölä akyrola@cs.cmu.edu. Carlos Guestrin University of Washington & CMU. Guy Blelloch CMU. Dave Andersen CMU. Alex Smola CMU. Jure Leskovec Stanford. Research Fields.

By ketan
(264 views)

Introduction to Large-Scale Graph Computation

Introduction to Large-Scale Graph Computation

Introduction to Large-Scale Graph Computation. + GraphLab and GraphChi Aapo Kyrola , akyrola@cs.cmu.edu Feb 27, 2013. Acknowledgments. Many slides (the pretty ones) are from Joey Gonzalez’ lecture (2012) Many people involved in the research:. Haijie Gu. Danny Bickson. Arthur

By margie
(160 views)

Large-scale Recommender Systems on Just a PC

Large-scale Recommender Systems on Just a PC

Large-scale Recommender Systems on Just a PC. Aapo Kyrölä Ph.D. candidate @ CMU http://www.cs.cmu.edu/~akyrola Twitter: @ kyrpov. LSRS 2013 keynote ( RecSys ’ 13 Hong Kong). Big Data – small machine. My Background.

By kcross
(0 views)


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Big Learning with Graph Computation

Big Learning with Graph Computation

Big Learning with Graph Computation. Joseph Gonzalez jegonzal@cs.cmu.edu Download the talk: http://tinyurl.com/7tojdmw http://www.cs.cmu.edu/~jegonzal/talks/biglearning_with_graphs.pptx. Big Data already Happened . 750 Million Facebook Users. 6 Billion Flickr Photos.

By mort (112 views)

Stereo Computation using Iterative Graph-Cuts

Stereo Computation using Iterative Graph-Cuts

Stereo Computation using Iterative Graph-Cuts. Vision Course - Weizmann Institute. The “Binocular” Stereo problem. “Right” Camera. “Left” Camera. Two views of the same scene from a slightly different point of view. The stereo problem.

By morey (112 views)

Introduction to Large-Scale Graph Computation

Introduction to Large-Scale Graph Computation

Introduction to Large-Scale Graph Computation. + GraphLab and GraphChi Aapo Kyrola , akyrola@cs.cmu.edu Feb 27, 2013. Acknowledgments. Many slides (the pretty ones) are from Joey Gonzalez’ lecture (2012) Many people involved in the research:. Haijie Gu. Danny Bickson. Arthur

By margie (151 views)

PAGE: A Partition Aware Graph Computation Engine

PAGE: A Partition Aware Graph Computation Engine

PAGE: A Partition Aware Graph Computation Engine. Yingxia Shao, Junjie Yao, Bin Cui, Lin Ma EECS, Peking University, China. Agenda. Background Design of PAGE Experiment result Conclusion. Background. Prevalent large scale graphs Social networks Web graph … Graph computing systems

By woody (166 views)

Differentiated Graph Computation and Partitioning on Skewed Graphs

Differentiated Graph Computation and Partitioning on Skewed Graphs

R. Y. B. H. J. 2014. H. Differentiated Graph Computation and Partitioning on Skewed Graphs. PowerLyra. Rong Chen , JiaXin Shi, Yanzhe Chen, and Haibo Chen Institute of Parallel and Distributed Systems Shanghai Jiao Tong University

By coy (306 views)

GraphChi : Large-Scale Graph Computation on Just a PC

GraphChi : Large-Scale Graph Computation on Just a PC

OSDI’12. GraphChi : Large-Scale Graph Computation on Just a PC. Aapo Kyrölä (CMU) Guy Blelloch (CMU) Carlos Guestrin (UW). In co-operation with the GraphLab team. BigData with Structure : BigGraph. social graph. follow- graph. consumer-products graph. social graph. etc.

By slone (150 views)

Thesis Defense Large -Scale Graph Computation on Just a PC

Thesis Defense Large -Scale Graph Computation on Just a PC

Thesis Defense Large -Scale Graph Computation on Just a PC. Thesis Committee:. Aapo Kyrölä akyrola@cs.cmu.edu. Carlos Guestrin University of Washington & CMU. Guy Blelloch CMU. Dave Andersen CMU. Alex Smola CMU. Jure Leskovec Stanford. Research Fields.

By ketan (253 views)

Graph Undirected graph Directed graph

Graph Undirected graph Directed graph

Lecture 6 Graph Traversal. Graph Undirected graph Directed graph. Overview. Graph Undirected graph DFS, BFS, Application Directed graph DFS, BFS, Application. Graph theory. The Königsberg Bridge problem (Source from Wikipedia). Graph terminology. Undirected graph. Directed graph.

By stanleyromero (2 views)