[Download] "Large-scale Graph Analysis: System, Algorithm and Optimization" by Yingxia Shao, Bin Cui & Lei Chen " Book PDF Kindle ePub Free

📘 Read Now     📥 Download

eBook details

• Title: Large-scale Graph Analysis: System, Algorithm and Optimization
• Author : Yingxia Shao, Bin Cui & Lei Chen
• Release Date : January 01, 2020
• Genre: Databases,Books,Computers & Internet,Business & Personal Finance,Science & Nature,
• Pages : * pages
• Size : 13125 KB

Description

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.

Free Books Download "Large-scale Graph Analysis: System, Algorithm and Optimization" PDF ePub Kindle