Advanced Data Management : For SQL, NoSQL, Cloud and Distributed Databases / Lena Wiese.

Format:

Book

Author/Creator:

Wiese, Lena, Author.

Series:

De Gruyter Textbook

Language:

English

Subjects (All):

Distributed databases.

Relational databases.

Non-relational databases.

Cloud computing.

SQL (Computer program language).

Physical Description:

1 online resource (374 p.)

Place of Publication:

Berlin ; Boston : De Gruyter, [2015]

Language Note:

English

Summary:

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.

Contents:

Frontmatter

Preface

Overview

Contents

List of Figures

List of Tables

1. Background

2. Relational Database Management Systems

3. New Requirements, “Not only SQL” and the Cloud

4. Graph Databases

5. XML Databases

6. Key-value Stores and Document Databases

7. Column Stores

8. Extensible Record Stores

9. Object Databases

10. Distributed Database Systems

11. Data Fragmentation

12. Replication And Synchronization

13. Consistency

14. Further Database Technologies

15. Concluding Remarks

Bibliography

Index

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on online resource; title from PDF title page (publisher's Web site, viewed 23. Jul 2020)

ISBN:

9783110433074

3110433079

9783110441413

3110441411

OCLC:

930994341