Large-scale Graph Analysis: System, Algorithm and Optimization

Language: English

Published by Springer, Springer Jul 2020, 2020

9811539278 / 9789811539275

Series: Book 2 of 13 - Big Data Management

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -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 partition-aware graph-computing engine, PAGE. In addition, it presents three efficient and scalable advanced graph algorithms ¿ the subgraph enumeration, cohesive subgraph detection, and graph extraction algorithms.This book offers a valuable reference guide for junior researchers, covering the latest advances in large-scale graph analysis; and for senior researchers, sharing state-of-the-art solutions based on advanced graph algorithms. In addition, all readers will find a workload-aware methodology fordesigning efficient large-scale graph algorithms.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 160 pp. Englisch. …

Seller Inventory # 9789811539275

Title
Large-scale Graph Analysis: System, Algorithm and Optimization
Author
Yingxia Shao
Publisher
Springer, Springer Jul 2020
Publication year
2020
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9811539278
ISBN 13
9789811539275
Item weight
412 grams
Dimensions
241x160x15 mm
Series
Book 2 of 13: Big Data Management

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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Impressum Thorsten Retsch Buchversand Mimpf2000 Oberölschnitz 16 95517 Emtmannsberg Deutschland Telefon: 09209-2023188 Email: mimpf2000@online.de USt-ID-Nr.: DE 235096871 Wir führen gebrauchte Bücher aus allen Sparten der Literatur

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