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Large-scale Graph Analysis: System, Algorithm and Optimization
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Authors: Yingxia Shao
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Type: BOOK - Published: 2020-07-01 - Publisher: Springer Nature

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This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optim
Large-Scale Graph Processing Using Apache Giraph
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Authors: Sherif Sakr
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This book takes its reader on a journey through Apache Giraph, a popular distributed graph processing platform designed to bring the power of big data processin
Power-constrained Performance Optimization of GPU Graph Traversal
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Graph traversal represents an important class of graph algorithms that is the nucleus of many large scale graph analytics applications. While improving the perf
Massive Graph Analytics
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"Graphs. Such a simple idea. Map a problem onto a graph then solve it by searching over the graph or by exploring the structure of the graph. What could be easi
Systems for Big Graph Analytics
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Authors: Da Yan
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There has been a surging interest in developing systems for analyzing big graphs generated by real applications, such as online social networks and knowledge gr