Spatial Network Big Databases

Queries and Storage Methods

Kwangsoo Yang, Shashi Shekhar (Autoren)

Buch | Softcover

XI, 101 Seiten

2018 | 1. Softcover reprint of the original 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-85964-4 (ISBN)

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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.

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.

"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)

Erscheinungsdatum	29.07.2018
Zusatzinfo	XI, 101 p. 62 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1883 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Schlagworte	capacity constrained network voronoi diagram • DataSets • network database systems models • processings physical storage models • scalable graph-based query • spatial big network data • spatial network big database • spatial-temporal networks • spatio-temporal network routing problems • storage and access methods
ISBN-10	3-319-85964-1 / 3319859641
ISBN-13	978-3-319-85964-4 / 9783319859644
Zustand	Neuware