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Massive Graph Analytics
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Categories: Business & Economics
Type: BOOK - Published: 2022-07-20 - Publisher: CRC Press

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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
Large-scale Graph Analysis: System, Algorithm and Optimization
Language: en
Pages: 154
Authors: Yingxia Shao
Categories: Computers
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
Graph Algorithms in the Language of Linear Algebra
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Pages: 388
Authors: Jeremy Kepner
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Type: BOOK - Published: 2011-01-01 - Publisher: SIAM

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The current exponential growth in graph data has forced a shift to parallel computing for executing graph algorithms. Implementing parallel graph algorithms and
Practical Graph Analytics with Apache Giraph
Language: en
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Authors: Roman Shaposhnik
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Type: BOOK - Published: 2015-11-19 - Publisher: Apress

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Practical Graph Analytics with Apache Giraph helps you build data mining and machine learning applications using the Apache Foundation’s Giraph framework for
Mining of Massive Datasets
Language: en
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Authors: Jure Leskovec
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Type: BOOK - Published: 2014-11-13 - Publisher: Cambridge University Press

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Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.