Arity of RelationshipsThe number of entities in a relationship is the Arity of the relationship. The most common Arities are unary, binary, and ternary relationships. Unary (Recursive) Relationship: A unary …
Data Masking – Data Subsetting
Data Masking is the process to replace, truncate, scramble, or encrypt sensitive data with fictitious yet realistic looking. Data Masking limits sensitive data proliferation by anonymizing sensitive production data. Data …
Content Modeling and Delivery Methods
Content Modeling is the process of converting logical content concepts into content types, attributes, and data types with relationships. It documents all the different types of contents associated with a …
Data-Driven Approach and Data-Driven Organization
Data-Driven approach says, to make strategic decisions based on facts rather than opinions. Decisions become more smarter, if it is based on meaningful inside, extracted by doing a depth Data …
Data Management – Reporting vs. Analysis
For Your Further Reading: Data Quality Program – Implementation Guidelines Predictive Analytics Vs. Prescriptive Analytics Services-Based Architecture – SBA
Organization / Enterprise Ontology and Taxonomy
With the growing amount of information created every day, effective Data Management is a key business requirement for Data-Driven Organization as a part of a well implemented strategy. Both Ontology …
Data Modeling – Conceptual, Logical and Physical Model – CDM, LDM and PDM
Data Modeling is the process of creating an illustrative and visual representation of either a whole information/database system or parts of it to show the relationships among data types, the …
Smart KPI Strategy – Key Performance Indicator
The KPI term is more popularized, and as the name suggests KPI is a Progress and Performance Measurement tool. KPIs is used to assess and evaluate the success of an …
NoSQL Column-Oriented Database – Columnar Database – Column Store Database – C-Store
NoSQL Column-Oriented Database is also known/called Columnar Database, Column Store Database and C-Store. Column-Oriented Systems have been developed as Hybrids Capable for both OLTP and OLAP operations with some of …
Key-Value Store or Key-Value Database (NoSQL – Non-Relational Database)
Legacy relational databases stores data in rows and columns, whereas NoSQL distributed databases allowing a solution per use case. A Key-Value pair is two pieces of data associated with each …