Spatial Network Big Databases

Queries and Storage Methods

AvKwangSoo Yang,Shashi Shekhar

Häftad, Engelska, 2018

1 219 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-05-09
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Antal sidor:101
Förlag:Springer International Publishing AG
ISBN:9783319859644

Utforska kategorier

Ekonomisk politik inom Ekonomi och Ledarskap
Hårdvara inom Data och IT
Geografi inom Naturvetenskap och teknik

Recensioner i media

“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)

Innehållsförteckning

1. Spatial Network Big Databases: An Introduction.- 2. Basic Graph Algorithms.- 3. Capacity Constrained Network Voronoi Diagrams.- 4. Distance-Constrained k Spatial Sub-Networks.- 5. Evacuation Route Planning.- 6. Storage Schemes for Spatio-temporal Network Datasets.- 7. Summary.