NoSQL and SQL data modeling: bringing together data, semantics, and software
by Hills, Ted
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. I…
Read More ↓Title Statements
- Full title :NoSQL and SQL data modeling : bringing together data, semantics, and software / Ted Hills.
Summary
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.
Read More ↓Edition Statements
- Publication Date:2019.
Publication Statements
- Publisher(s):Technics Publications
- Place of Publication:New York
- Language:eng
- Publication Date:2019.
The Physical Object
- Description:244 Seiten : : Illustrationen
Edition Identifiers
- ISBN:9781634621090, 1634621093
- oclc:on1122751421
Rate & Review