Get Free Shipping on orders over $79
Large-scale Graph Analysis : System, Algorithm and Optimization - Yingxia Shao

Large-scale Graph Analysis

System, Algorithm and Optimization

By: Yingxia Shao, Bin Cui, Lei Chen

eText | 1 July 2020

At a Glance

eText


$239.00

or 4 interest-free payments of $59.75 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

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.

on
Desktop
Tablet
Mobile

Other Editions and Formats

Paperback

Published: 2nd July 2021

More in Cybernetics & Systems Theory

Life is a wave function - Abhay Kulkarni

eBOOK

The Science of Happy - King Poet

eBOOK

AI The Gift of a Lifetime - Loïc Molla

eBOOK

The Unity of Forces - manoranjan ghoshal

eBOOK

The Learning Universe - Azhar Feili

eBOOK

The Best fit Theory - Pankaj

eBOOK