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OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20140310152332.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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120726s2013 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783642308536 |
|
978-3-642-30853-6 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
GA1-1776 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
910.285 |
| Edition number |
23 |
| 264 #1 - |
|---|
| -- |
Berlin, Heidelberg : |
| -- |
Springer Berlin Heidelberg : |
| -- |
Imprint: Springer, |
| -- |
2013. |
| 912 ## - |
|---|
| -- |
ZDB-2-EES |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Duckham, Matt. |
| Relator term |
author. |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Decentralized Spatial Computing |
| Medium |
[electronic resource] : |
| Remainder of title |
Foundations of Geosensor Networks / |
| Statement of responsibility, etc |
by Matt Duckham. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XX, 320 p. 117 illus., 16 illus. in color. |
| Other physical details |
online resource. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part I Foundations of Decentralized Spatial Computing -- Chap. 1 When Computing Happens Somewhere -- Chap. 2 Formal foundations -- Chap. 3 Algorithmic foundations -- Part II Algorithms for Decentralized Spatial Computing -- Chap. 4 Neighborhood-Based Algorithms -- Chap. 5 Location-Based Algorithms -- Chap. 6 Monitoring Spatial Change Over Time -- Part III Simulating Decentralized Spatial Algorithms -- Chap. 7 Simulating Scalable Decentralized Spatial Algorithms -- Chap. 8 Simulating Robust Decentralized Spatial Algorithms -- Chap. 9 Further Topics and Technologies -- References -- App. A Discrete Mathematics Primer App. B Relational Database and SQL Primer -- Index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Computing increasingly happens somewhere, with that geographic location important to the computational process itself. Many new and evolving spatial technologies, such as geosensor networks and smartphones, embody this trend. Conventional approaches to spatial computing are centralized, and do not account for the inherently decentralized nature of "computing somewhere": the limited, local knowledge of individual system components, and the interaction between those components at different locations. On the other hand, despite being an established topic in distributed systems, decentralized computing is not concerned with geographical constraints to the generation and movement of information. In this context, of (centralized) spatial computing and decentralized (non-spatial) computing, the key question becomes: "What makes decentralized spatial computing special?" In Part I of the book the author covers the foundational concepts, structures, and design techniques for decentralized computing with spatial and spatiotemporal information. In Part II he applies those concepts and techniques to the development of algorithms for decentralized spatial computing, stepping through a suite of increasingly sophisticated algorithms: from algorithms with minimal spatial information about their neighborhoods; to algorithms with access to more detailed spatial information, such as direction, distance, or coordinate location; to truly spatiotemporal algorithms that monitor environments that are dynamic, even using networks that are mobile or volatile. Finally, in Part III the author shows how decentralized spatial and spatiotemporal algorithms designed using the techniques explored in Part II can be simulated and tested. In particular, he investigates empirically the important properties of a decentralized spatial algorithm: its computational efficiency and its robustness to unavoidable uncertainty. Part III concludes with a survey of the opportunities for connecting decentralized spatial computing to ongoing research and emerging hot topics in related fields, such as biologically inspired computing, geovisualization, and stream computing. The book is written for students and researchers of computer science and geographic information science. Throughout the book the author's style is characterized by a focus on the broader message, explaining the process of decentralized spatial algorithm design rather than the technical details. Each chapter ends with review questions designed to test the reader's understanding of the material and to point to further work or research. The book includes short appendices on discrete mathematics and SQL. Simulation models written in NetLogo and associated source code for all the algorithms presented in the book can be found on the author's accompanying website. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Geography. |
|
|---|
| Topical term or geographic name as entry element |
Information theory. |
|
|---|
| Topical term or geographic name as entry element |
Information systems. |
|
|---|
| Topical term or geographic name as entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name as entry element |
Computer aided design. |
|
|---|
| Topical term or geographic name as entry element |
Geographical information systems. |
|
|---|
| Topical term or geographic name as entry element |
Geography. |
|
|---|
| Topical term or geographic name as entry element |
Geographical Information Systems/Cartography. |
|
|---|
| Topical term or geographic name as entry element |
Information Systems and Communication Service. |
|
|---|
| Topical term or geographic name as entry element |
Theory of Computation. |
|
|---|
| Topical term or geographic name as entry element |
Computer-Aided Engineering (CAD, CAE) and Design. |
|
|---|
| Topical term or geographic name as entry element |
Artificial Intelligence (incl. Robotics). |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9783642308529 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-642-30853-6 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
E-Book |
