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The Resource A graph-theoretic approach to enterprise network dynamics, Horst Bunke [and others]

A graph-theoretic approach to enterprise network dynamics, Horst Bunke [and others]

Label
A graph-theoretic approach to enterprise network dynamics
Title
A graph-theoretic approach to enterprise network dynamics
Statement of responsibility
Horst Bunke [and others]
Contributor
Subject
Language
eng
Summary
Networks have become nearly ubiquitous and increasingly complex, and their support of modern enterprise environments has become fundamental. Accordingly, robust network management techniques are essential to ensure optimal performance of these networks. This monograph treats the application of numerous graph-theoretic algorithms to a comprehensive analysis of dynamic enterprise networks. Network dynamics analysis yields valuable information about network performance, efficiency, fault prediction, cost optimization, indicators and warnings. The exposition is organized into four relatively independent parts: an introduction and overview of typical enterprise networks and the graph theoretical prerequisites for all algorithms introduced later; an in-depth treatise of usage of various graph distances for event detection; a detailed exploration of properties of underlying graphs with modeling applications; and a theoretical and applied treatment of network behavior inferencing and forecasting using sequences of graphs. Based on many years of applied research on generic network dynamics, this work covers a number of elegant applications (including many new and experimental results) of traditional graph theory algorithms and techniques to computationally tractable network dynamics analysis to motivate network analysts, practitioners and researchers alike. The material is also suitable for graduate courses addressing state-of-the-art applications of graph theory in analysis of dynamic communication networks, dynamic databasing, and knowledge management
Member of
Is part of
Cataloging source
GW5XE
Dewey number
004.6/8
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TK5105.7
LC item number
.G735 2007eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1949-
http://library.link/vocab/relatedWorkOrContributorName
Bunke, Horst
Series statement
Progress in computer science and applied logic
Series volume
v. 24
http://library.link/vocab/subjectName
  • Local area networks (Computer networks)
  • Local area networks (Computer networks)
  • Business enterprises
  • Graph theory
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Informatique
  • Business enterprises
  • Graph theory
  • Local area networks (Computer networks)
  • Local area networks (Computer networks)
Label
A graph-theoretic approach to enterprise network dynamics, Horst Bunke [and others]
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 211-220) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
PART I. INTRODUCTION. -- Intranets and network management -- Graph-theoretic concepts -- PART II. EVENT DETECTION USING GRAPH DISTANCE. -- Matching graphs with unique node labels -- Graph similarity measures for abnormal change detection -- Median graphs for abnormal change detection -- Graph clustering for abnormal change detection -- Graph distance measures based on intragraph clustering and cluster distance -- Matching sequences of graphs -- PART III. PROPERTIES OF THE UNDERLYING GRAPHS. -- Distances, clustering, and small worlds -- Tournament scoring -- PART IV. PREDICTION AND ADVANCED DISTANCE MEASURES. -- Recovery of missing information in graph sequences -- Matching hierarchical graphs
Control code
187161827
Dimensions
unknown
Extent
1 online resource (xiii, 225 pages)
Form of item
online
Isbn
9786610816682
Lccn
2006928981
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-8176-4519-9
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-8176-4485-7
Specific material designation
remote
System control number
(OCoLC)187161827
Label
A graph-theoretic approach to enterprise network dynamics, Horst Bunke [and others]
Publication
Bibliography note
Includes bibliographical references (pages 211-220) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
PART I. INTRODUCTION. -- Intranets and network management -- Graph-theoretic concepts -- PART II. EVENT DETECTION USING GRAPH DISTANCE. -- Matching graphs with unique node labels -- Graph similarity measures for abnormal change detection -- Median graphs for abnormal change detection -- Graph clustering for abnormal change detection -- Graph distance measures based on intragraph clustering and cluster distance -- Matching sequences of graphs -- PART III. PROPERTIES OF THE UNDERLYING GRAPHS. -- Distances, clustering, and small worlds -- Tournament scoring -- PART IV. PREDICTION AND ADVANCED DISTANCE MEASURES. -- Recovery of missing information in graph sequences -- Matching hierarchical graphs
Control code
187161827
Dimensions
unknown
Extent
1 online resource (xiii, 225 pages)
Form of item
online
Isbn
9786610816682
Lccn
2006928981
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-8176-4519-9
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-8176-4485-7
Specific material designation
remote
System control number
(OCoLC)187161827

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