Advanced Data Management (de Gruyter Textbook)
Authors: Lena Wiese
ISBN-10: 3110441403
ISBN-13: 9783110441406
Edition 版次: 1
Publication Date 出版日期: 2015-10-16
Print Length 页数: 352 pages
Book Description
By finelybook
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 List of Figures List of Tables Partl: Introduction
1Background
2Relational Database Management Systems Partll: NOSQL And Non-Relational Databases
3 New Requirements,”Not only SQL”and the Cloud
4Graph Databases
5XML Databases
6Key-value Stores and Document Databases
7 Column Stores
8 Extensible Record Stores
90bject Databases Partll: Distributed Data Management
10 Distributed Database Systems
11Data Fragmentation
12 Replication And Synchronization
13Consistency Part IV: Condusion
14 Further Database Technologies
15Concluding Remarks Bibliography Index
Advanced Data Management For SQL,NoSQL,Cloud and Distributed Databases 9783110441406 c.pdf
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