About the Book:
The book presents and explains the methods from the study of big data that can be used in analysing massive structural data sets, including both very large networks and sets of graphs. This book also explores the possibilities offered by the special aspects such as computer memory in investigating large sets of complex networks.
Intended for computer scientists, statisticians and mathematicians interested in the big data and networks, Big Data of Complex Networks is also a valuable tool for researchers in the fields of visualization, data analysis, computer vision and bioinformatics.
Table of Contents
Big Data of Complex Networks: Challenges and PerspectivesTheory and Practice of Sampling Large Networks Scale Graph: Large-Scale Graph Analytics LibraryTechniques for the Management and Querying of Big Data in Large Scale Communication NetworksFast Heuristics for Some Covering and Dominating Problems in Large-Scale GraphsAspects of Large Network in EconomyNetwork Visualization in the Context of Large Network Analysis
