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Graph Databases:

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Bibliographic Details
Main Authors:	Robinson, Ian 1969- (Author), Webber, Jim (Author), Eifrem, Emil (Author)
Format:	Book
Language:	English
Published:	Beijing [u.a.] O'Reilly & Associates 2013
Edition:	1. ed.
Subjects:	Datenbankentwurf Datenbanksystem
Online Access:	Inhaltstext Inhaltsverzeichnis
Physical Description:	XII, 208 S.
ISBN:	9781449356262 1449356265

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MARC


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Record in the Search Index

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adam_text	Titel: Graph databases Autor: Robinson, Ian Jahr: 2013 Table of Contents Foreword. vii Preface. ix 1. Introduction. 1 What Is a Graph? 1 A High-Level View of the Graph Space 4 Graph Databases 5 Graph Compute Engines 6 The Power of Graph Databases 8 Performance 8 Flexibility 8 Agility 9 Summary 9 2. Options for Storing Connected Data. 11 Relational Databases Lack Relationships 11 NOSQL Databases Also Lack Relationships 14 Graph Databases Embrace Relationships 18 Summary 23 3. Data Modeling with Graphs. 25 Models and Goals 25 The Property Graph Model 26 Querying Graphs: An Introduction to Cypher 27 Cypher Philosophy 27 START 29 MATCH 29 RETURN 30 Other Cypher Clauses 30 A Comparison of Relational and Graph Modeling 31 Relational Modeling in a Systems Management Domain 33 Graph Modeling in a Systems Management Domain 37 Testing the Model 38 Cross-Domain Models 40 Creating the Shakespeare Graph 44 Beginning a Query 45 Declaring Information Patterns to Find 46 Constraining Matches 47 Processing Results 48 Query Chaining 49 Common Modeling Pitfalls 50 Email Provenance Problem Domain 50 A Sensible First Iteration? 50 Second Time's the Charm 53 Evolving the Domain 56 Avoiding Anti-Patterns 61 Summary 61 4. Building a Graph Database Application. 63 Data Modeling 63 Describe the Model in Terms of the Applications Needs 63 Nodes for Things, Relationships for Structure 64 Fine-Grained versus Generic Relationships 65 Model Facts as Nodes 66 Represent Complex Value Types as Nodes 69 Time 70 Iterative and Incremental Development 72 Application Architecture 73 Embedded Versus Server 74 Clustering 78 Load Balancing 79 Testing 82 Test-Driven Data Model Development 83 Performance Testing 89 Capacity Planning 93 Optimization Criteria 93 Performance 94 Redundancy 97 Load 97 Table of Contents Summary 98 5. Graphs in the Real World. 99 Why Organizations Choose Graph Databases 99 Common Use Cases 100 Social 100 Recommendations 101 Geo 102 Master Data Management 103 Network and Data Center Management 103 Authorization and Access Control (Communications) 104 Real-World Examples 105 Social Recommendations (Professional Social Network) 105 Authorization and Access Control 116 Geo (Logistics) 124 Summary 139 6. Graph Database Internals.141 Native Graph Processing 141 Native Graph Storage 144 Programmatic APIs 150 Kernel API 151 Core (or "Beans") API 151 Traversal API 152 Nonfunctional Characteristics 154 Transactions 155 Recoverability 156 Availability 157 Scale 159 Summary 162 7. Predictive Analysis with Graph Theory.163 Depth- and Breadth-First Search 163 Path-Finding with Dijkstra's Algorithm 164 The A* Algorithm 173 Graph Theory and Predictive Modeling 174 Triadic Closures 174 Structural Balance 176 Local Bridges 180 Summary 182 A. NOSQLOverview.183 Table of Contents \| v Index. 201 Table of Contents
any_adam_object	1
author	Robinson, Ian 1969- Webber, Jim Eifrem, Emil
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discipline	Informatik
edition	1. ed.
format	Book
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illustrated	Not Illustrated
indexdate	2024-08-03T00:45:28Z
institution	BVB
isbn	9781449356262 1449356265
language	English
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physical	XII, 208 S.
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publishDateSort	2013
publisher	O'Reilly & Associates
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spelling	Robinson, Ian 1969- Verfasser (DE-588)1031275630 aut Graph Databases Ian Robinson, Jim Webber, and Emil Eifrem 1. ed. Beijing [u.a.] O'Reilly & Associates 2013 XII, 208 S. txt rdacontent n rdamedia nc rdacarrier Datenbankentwurf (DE-588)4127613-9 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 gnd rswk-swf Datenbankentwurf (DE-588)4127613-9 s Datenbanksystem (DE-588)4113276-2 s DE-604 Webber, Jim Verfasser aut Eifrem, Emil Verfasser (DE-588)1037081676 aut X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4300566&prov=M&dok_var=1&dok_ext=htm Inhaltstext HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026085339&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Robinson, Ian 1969- Webber, Jim Eifrem, Emil Graph Databases Datenbankentwurf (DE-588)4127613-9 gnd Datenbanksystem (DE-588)4113276-2 gnd
subject_GND	(DE-588)4127613-9 (DE-588)4113276-2
title	Graph Databases
title_auth	Graph Databases
title_exact_search	Graph Databases
title_full	Graph Databases Ian Robinson, Jim Webber, and Emil Eifrem
title_fullStr	Graph Databases Ian Robinson, Jim Webber, and Emil Eifrem
title_full_unstemmed	Graph Databases Ian Robinson, Jim Webber, and Emil Eifrem
title_short	Graph Databases
title_sort	graph databases
topic	Datenbankentwurf (DE-588)4127613-9 gnd Datenbanksystem (DE-588)4113276-2 gnd
topic_facet	Datenbankentwurf Datenbanksystem
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