عنوان
پدید آورنده
موضوع
رده
QA166
QA166
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1492047651
(Number (ISBN
9781492047650
Erroneous ISBN
9781492047681
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Graph algorithms :
General Material Designation
[Book]
Other Title Information
practical examples in Apache Spark and Neo4j /
First Statement of Responsibility
Mark Needham and Amy E. Hodler.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Beijing :
Name of Publisher, Distributor, etc.
O'Reilly,
Date of Publication, Distribution, etc.
2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
CONTENTS NOTE
Text of Note
Cover; Copyright; Table of Contents; Preface; What's in This Book; Conventions Used in This Book; Using Code Examples; O'Reilly Online Learning; How to Contact Us; Acknowledgments; Foreword; Chapter 1. Introduction; What Are Graphs?; What Are Graph Analytics and Algorithms?; Graph Processing, Databases, Queries, and Algorithms; OLTP and OLAP; Why Should We Care About Graph Algorithms?; Graph Analytics Use Cases; Conclusion; Chapter 2. Graph Theory and Concepts; Terminology; Graph Types and Structures; Random, Small-World, Scale-Free Structures; Flavors of Graphs
Text of Note
All Pairs Shortest Path with Apache SparkAll Pairs Shortest Path with Neo4j; Single Source Shortest Path; When Should I Use Single Source Shortest Path?; Single Source Shortest Path with Apache Spark; Single Source Shortest Path with Neo4j; Minimum Spanning Tree; When Should I Use Minimum Spanning Tree?; Minimum Spanning Tree with Neo4j; Random Walk; When Should I Use Random Walk?; Random Walk with Neo4j; Summary; Chapter 5. Centrality Algorithms; Example Graph Data: The Social Graph; Importing the Data into Apache Spark; Importing the Data into Neo4j; Degree Centrality; Reach
Text of Note
Chapter 4. Pathfinding and Graph Search AlgorithmsExample Data: The Transport Graph; Importing the Data into Apache Spark; Importing the Data into Neo4j; Breadth First Search; Breadth First Search with Apache Spark; Depth First Search; Shortest Path; When Should I Use Shortest Path?; Shortest Path with Neo4j; Shortest Path (Weighted) with Neo4j; Shortest Path (Weighted) with Apache Spark; Shortest Path Variation: A*; Shortest Path Variation: Yen's k-Shortest Paths; All Pairs Shortest Path; A Closer Look at All Pairs Shortest Path; When Should I Use All Pairs Shortest Path?
Text of Note
Connected Versus Disconnected GraphsUnweighted Graphs Versus Weighted Graphs; Undirected Graphs Versus Directed Graphs; Acyclic Graphs Versus Cyclic Graphs; Sparse Graphs Versus Dense Graphs; Monopartite, Bipartite, and k-Partite Graphs; Types of Graph Algorithms; Pathfinding; Centrality; Community Detection; Summary; Chapter 3. Graph Platforms and Processing; Graph Platform and Processing Considerations; Platform Considerations; Processing Considerations; Representative Platforms; Selecting Our Platform; Apache Spark; Neo4j Graph Platform; Summary
Text of Note
When Should I Use Degree Centrality?Degree Centrality with Apache Spark; Closeness Centrality; When Should I Use Closeness Centrality?; Closeness Centrality with Apache Spark; Closeness Centrality with Neo4j; Closeness Centrality Variation: Wasserman and Faust; Closeness Centrality Variation: Harmonic Centrality; Betweenness Centrality; When Should I Use Betweenness Centrality?; Betweenness Centrality with Neo4j; Betweenness Centrality Variation: Randomized-Approximate Brandes; PageRank; Influence; The PageRank Formula; Iteration, Random Surfers, and Rank Sinks; When Should I Use PageRank?
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ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Safari Books Online
Stock Number
CL0501000052
TITLE USED AS SUBJECT
Spark (Electronic resource : Apache Software Foundation)
Spark (Electronic resource : Apache Software Foundation)
TOPICAL NAME USED AS SUBJECT
Graph algorithms.
Graph algorithms.
MATHEMATICS-- General.
(SUBJECT CATEGORY (Provisional
MAT-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
511/
.
5
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA166
PERSONAL NAME - PRIMARY RESPONSIBILITY
Needham, Mark
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Hodler, Amy E.
ORIGINATING SOURCE
Date of Transaction
20200823033153.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
