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Large-scale Graph Analysis: System, Algorithm and Optimization free ebook download

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Programming

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Catalogue

Author(s):	Yingxia Shao, Bin Cui, Lei Chen

Date:	2020-07-27	Format:	pdf	Language:	English	ISBN/ASIN:	9811539278
Pages:	144	OCR:		Quality:		ISBN13:
Uploader:	maveriks	Upload Date:	7/3/2020 11:59:22 AM

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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 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 for designing efficient large-scale graph algorithms.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2816299	Book	https://nitroflare.com/view/BE1A6F05612F...		5.73	maveriks

Tags: Algorithm Analysis Graph Large-scale Optimization System

Title	Link	Password	Size	Reason

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Large-scale Graph Analysis: System, Algorithm and Optimization free ebook download

Category: Programming

Description: Click to see full description

Category:
Programming