Yingxia Shao & Bin Cui 
Large-scale Graph Analysis: System, Algorithm and Optimization [PDF ebook] 

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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 optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost model, the book subsequently presents a system-level optimization resulting in a parti...

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Table of Content

1. Introduction.- 2. Graph Computing Systems for Large-Scale Graph Analysis.- 3. Partition-Aware Graph Computing System.- 4. Efficient Parallel Subgraph Enumeration...

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About the author


Yingxia Shao is a Research Associate Professor at the School of Computer Science, Beijing University of Posts and Telecommunications. His research interests incl...

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Language English ● Format PDF ● Pages 146 ● ISBN 9789811539282 ● File size 6.0 MB ● Publisher Springer Singapore ● City Singapore ● Country SG ● Published 2020 ● Downloadable 24 months ● Currency EUR ● ID 7508734 ● Copy protection Social DRM

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