This textbook offers a comprehensive introduction to relational
(SQL) and non-relational (NoSQL) databases. The authors thoroughly
review the current state of database tools and techniques and
examine upcoming innovations. In the first five chapters, the
authors analyze in detail the management, modeling, languages,
security, and architecture of relational databases, graph
databases, and document databases. Moreover, an overview of other
SQL- and NoSQL-based database approaches is provided. In addition
to classic concepts such as the entity and relationship model and
its mapping in SQL database schemas, query languages or transaction
management, other aspects for NoSQL databases such as
non-relational data models, document and graph query languages
(MQL, Cypher), the Map/Reduce procedure, distribution options
(sharding, replication) or the CAP theorem (Consistency,
Availability, Partition Tolerance) are explained. This 2nd English
edition offers a new in-depth introduction to document databases
with a method for modeling document structures, an overview of the
document-oriented MongoDB query language MQL as well as security
and architecture aspects. The topic of database security is newly
introduced as a separate chapter and analyzed in detail with regard
to data protection, integrity, and transactions. Texts on data
management, database programming, and data warehousing and data
lakes have been updated. In addition, the book now explains the
concepts of JSON, JSON schema, BSON, index-free neighborhood, cloud
databases, search engines and time series databases. The book
includes more than 100 tables, examples and illustrations, and each
chapter offers a list of resources for further reading. It conveys
an in-depth comparison of relational and non-relational approaches
and shows how to undertake development for big data applications.
This way, it benefits students and practitioners working across the
broad field of data science and applied information technology.
General
| Imprint: |
Springer International Publishing AG
|
| Country of origin: |
Switzerland |
| Release date: |
June 2023 |
| First published: |
2023 |
| Authors: |
Michael Kaufmann
• Andreas Meier
|
| Dimensions: |
235 x 155mm (L x W) |
| Pages: |
254 |
| Edition: |
2nd ed. 2023 |
| ISBN-13: |
978-3-03-127907-2 |
| Subtitles: |
German
|
| Categories: |
Books
|
| LSN: |
3-03-127907-7 |
| Barcode: |
9783031279072 |
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