Overview
- Introduces an overview of Spatial Network Big Database Systems, including concepts related to data modeling, query processing, and storage methods
- Describes basic network algorithms that are used to design efficient spatial network query processing mechanisms
- Formulates the problem of query processing and storage methods and explores new algorithms that minimize the cost of data processing
- Includes supplementary material: sn.pub/extras
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (7 chapters)
Keywords
About this book
This book provides a collection of concepts, algorithms, and techniques that effectively harness the power of Spatial Network Big Data. Reading this book is a first step towards understanding the immense challenges and novel applications of SNBD database systems. This book explores these challenges via investigating scalable graph-based query processing strategies and I/O efficient storage and access methods. This book will be of benefit to academics, researchers, engineers with a particular interest in network database models, network query processing, and physical storage models.
Reviews
“Spatial network big data (SNBD) can be widely found in every corner of modern society. Examples include temporally detailed road maps that provide car speeds every minute for every road segment and GPS trace data from our cell phones. … The topic of this book is attractive and beneficial to readers and researchers who are interested in spatial networks, graph data, big data, and databases. It includes a clear structure when introducing the basic information, existing methods, and practical applications.” (Feng Yu, Computing Reviews, January, 4, 2018)
Authors and Affiliations
Bibliographic Information
Book Title: Spatial Network Big Databases
Book Subtitle: Queries and Storage Methods
Authors: KwangSoo Yang, Shashi Shekhar
DOI: https://doi.org/10.1007/978-3-319-56657-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Hardcover ISBN: 978-3-319-56656-6Published: 24 April 2017
Softcover ISBN: 978-3-319-85964-4Published: 09 May 2018
eBook ISBN: 978-3-319-56657-3Published: 13 April 2017
Edition Number: 1
Number of Pages: XI, 101
Number of Illustrations: 62 b/w illustrations
Topics: Information Systems and Communication Service, Geographical Information Systems/Cartography, Algorithms, Regional/Spatial Science