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Spatial Network Big Databases [electronic resource] : Queries and Storage Methods / by KwangSoo Yang, Shashi Shekhar.

By: Contributor(s): Material type: TextPublisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017Description: XI, 101 p. 62 illus. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783319566573
Subject(s): DDC classification:
  • 004.6 23
Online resources:
Contents:
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.
Summary: 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.
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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.

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.

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