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NoSQL & SQL Data Modeling
Af: Ted Hills Engelsk Paperback
SPAR
kr 114
NoSQL & SQL Data Modeling
Af: Ted Hills Engelsk Paperback

How do we design for data when traditional design techniques cannot extend to new database technologies? In this era of big data and the Internet of Things, it is essential that we have the tools we need to understand the data coming to us faster than ever before, and to design databases and data processing systems that can adapt easily to ever-changing data schemas and ever-changing business requirements. There must be no intellectual disconnect between data and the software that manages it. It must be possible to extract meaning and knowledge from data to drive artificial intelligence applications. Novel NoSQL data organization techniques must be used side-by-side with traditional SQL databases. Are existing data modeling techniques ready for all of this?

The Concept and Object Modeling Notation (COMN) is able to cover the full spectrum of analysis and design. A single COMN model can represent the objects and concepts in the problem space, logical data design, and concrete NoSQL and SQL document, key-value, columnar, and relational database implementations. COMN models enable an unprecedented level of traceability of requirements to implementation. COMN models can also represent the static structure of software and the predicates that represent the patterns of meaning in databases.

This book will teach you:

  • the simple and familiar graphical notation of COMN with its three basic shapes and four line styles
  • how to think about objects, concepts, types, and classes in the real world, using the ordinary meanings of English words that aren’t tangled with confused techno-speak
  • how to express logical data designs that are freer from implementation considerations than is possible in any other notation
  • how to understand key-value, document, columnar, and table-oriented database designs in logical and physical terms
  • how to use COMN to specify physical database implementations in any NoSQL or SQL database with the precision necessary for model-driven development

A quick reference guide to COMN is included in an appendix. The full notation reference is available at http://www.tewdur.com/.

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How do we design for data when traditional design techniques cannot extend to new database technologies? In this era of big data and the Internet of Things, it is essential that we have the tools we need to understand the data coming to us faster than ever before, and to design databases and data processing systems that can adapt easily to ever-changing data schemas and ever-changing business requirements. There must be no intellectual disconnect between data and the software that manages it. It must be possible to extract meaning and knowledge from data to drive artificial intelligence applications. Novel NoSQL data organization techniques must be used side-by-side with traditional SQL databases. Are existing data modeling techniques ready for all of this?

The Concept and Object Modeling Notation (COMN) is able to cover the full spectrum of analysis and design. A single COMN model can represent the objects and concepts in the problem space, logical data design, and concrete NoSQL and SQL document, key-value, columnar, and relational database implementations. COMN models enable an unprecedented level of traceability of requirements to implementation. COMN models can also represent the static structure of software and the predicates that represent the patterns of meaning in databases.

This book will teach you:

  • the simple and familiar graphical notation of COMN with its three basic shapes and four line styles
  • how to think about objects, concepts, types, and classes in the real world, using the ordinary meanings of English words that aren’t tangled with confused techno-speak
  • how to express logical data designs that are freer from implementation considerations than is possible in any other notation
  • how to understand key-value, document, columnar, and table-oriented database designs in logical and physical terms
  • how to use COMN to specify physical database implementations in any NoSQL or SQL database with the precision necessary for model-driven development

A quick reference guide to COMN is included in an appendix. The full notation reference is available at http://www.tewdur.com/.

Produktdetaljer
Sprog: Engelsk
Sider: 260
ISBN-13: 9781634621090
Indbinding: Paperback
Udgave:
ISBN-10: 1634621093
Udg. Dato: 29 apr 2016
Længde: 18mm
Bredde: 237mm
Højde: 191mm
Oplagsdato: 29 apr 2016
Forfatter(e): Ted Hills
Forfatter(e) Ted Hills


Kategori Databasedesign og teori


Sprog Engelsk


Indbinding Paperback


Sider 260


Udgave


Længde 18mm


Bredde 237mm


Højde 191mm

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