Advanced Data Management: For SQL, NoSQL, Cloud and Distributed Databases

Lena Wiese

Published by De Gruyter 2015

Advanced Data Management

For SQL, NoSQL, Cloud and Distributed Databases

Lena Wiese

In the series De Gruyter Textbook

https://doi.org/10.1515/9783110441413

Overview
Contents

About this book

Advanced data management has always been at the core of efficient database and information systems. Recent trends like big data and cloud computing have aggravated the need for sophisticated and flexible data storage and processing solutions.
This book provides a comprehensive coverage of the principles of data management developed in the last decades with a focus on data structures and query languages. It treats a wealth of different data models and surveys the foundations of structuring, processing, storing and querying data according these models.

Starting off with the topic of database design, it further discusses weaknesses of the relational data model, and then proceeds to convey the basics of graph data, tree-structured XML data, key-value pairs and nested, semi-structured JSON data, columnar and record-oriented data as well as object-oriented data. The final chapters round the book off with an analysis of fragmentation, replication and consistency strategies for data management in distributed databases as well as recommendations for handling polyglot persistence in multi-model databases and multi-database architectures.

While primarily geared towards students of Master-level courses in Computer Science and related areas, this book may also be of benefit to practitioners looking for a reference book on data modeling and query processing. It provides both theoretical depth and a concise treatment of open source technologies currently on the market.

Complete coverage of the theoretical background of modern data management
Analysis of alternative data models and distributed storage mechanisms
Overview of non-SQL query languages.

Author / Editor information

Lena Wiese, University of Göttingen, Germany.

Topics

Frontmatter Publicly Available Download PDF	I
Preface Requires Authentication Unlicensed Licensed Download PDF	VII
Overview Requires Authentication Unlicensed Licensed Download PDF	IX
Contents Publicly Available Download PDF	XIII
List of Figures Requires Authentication Unlicensed Licensed Download PDF	XIX
List of Tables Requires Authentication Unlicensed Licensed Download PDF	XXII
Part I: Introduction
1. Background Requires Authentication Unlicensed Licensed Download PDF	3
2. Relational Database Management Systems Requires Authentication Unlicensed Licensed Download PDF	17
Part II: NOSQL And Non-Relational Databases
3. New Requirements, “Not only SQL” and the Cloud Requires Authentication Unlicensed Licensed Download PDF	33
4. Graph Databases Requires Authentication Unlicensed Licensed Download PDF	41
5. XML Databases Requires Authentication Unlicensed Licensed Download PDF	69
6. Key-value Stores and Document Databases Requires Authentication Unlicensed Licensed Download PDF	105
7. Column Stores Requires Authentication Unlicensed Licensed Download PDF	143
8. Extensible Record Stores Requires Authentication Unlicensed Licensed Download PDF	161
9. Object Databases Requires Authentication Unlicensed Licensed Download PDF	193
Part III: Distributed Data Management
10. Distributed Database Systems Requires Authentication Unlicensed Licensed Download PDF	235
11. Data Fragmentation Requires Authentication Unlicensed Licensed Download PDF	245
12. Replication And Synchronization Requires Authentication Unlicensed Licensed Download PDF	261
13. Consistency Requires Authentication Unlicensed Licensed Download PDF	295
Part IV: Conclusion
14. Further Database Technologies Requires Authentication Unlicensed Licensed Download PDF	311
15. Concluding Remarks Requires Authentication Unlicensed Licensed Download PDF	317
Bibliography Requires Authentication Unlicensed Licensed Download PDF	333
Index Requires Authentication Unlicensed Licensed Download PDF	347

(Deutsch)

Language: English
Publisher: De Gruyter
Audience: For students at graduate courses on databases as well as developers and administrators of databeses
Pages
- Front matter: 22
- Main content: 352
Illustrations
- Illustrations: 82
- Tables: 31
Keywords: Data models; Data storage; SQL databases; NoSQL databases; Distributed databases

eBook

Published: October 29, 2015
ISBN: 9783110441413

Paperback

Published: October 16, 2015
ISBN: 9783110441406