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What Is Online Analytical Process (OLAP)? Explained In 200 Words

Author
SPEC INDIA
Posted

October 28, 2019

Updated

June 29th, 2023

OLAP is an important arm of Business Intelligence, with relational databases, report writing and data mining, under its umbrella.

The terminology OLAP was created as a little alteration to the traditional term ‘Online transaction processing (OLTP)’.

OLAP encompasses competencies like unlimited report viewing, complicated analytical calculations and budget / predictive planning.

It’s a data processing method providing multi-dimensional view of the measures and enables user easy and speedy access of consolidated enterprise data.

OLAP cube consists of numeric facts called measures which are categorized by dimensions. The cube metadata may be created from a star schema or snowflake schema of tables in a relational database.

What-is-Online-Analytical-Process-(OLAP)

OLAP works as a fundamental stone to many types of business apps pertaining to

  • Business Performance Management
  • Planning, Forecasting, Budgeting
  • Financial Reporting
  • Simulation Models
  • Knowledge Discovery
  • Data Warehouse Reporting

Features

  • Cube Design
  • MOLAP, ROLAP (Multidimensional and Relational OLAP)
  • MDX Queries
  • Slice and Dice
  • Drill down
  • Ad-hoc Analysis

Major Advantages

  • In-depth analysis because of multiple dimensions
  • Empowers complicated analysis of bulky data volumes as against intricate business-queries

Key OLAP Technologies

Pentaho BI, Mondrian, Apache Druid, Click House, Pinot, Apache Kylin, etc.

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Author
SPEC INDIA

SPEC INDIA, as your single stop IT partner has been successfully implementing a bouquet of diverse solutions and services all over the globe, proving its mettle as an ISO 9001:2015 certified IT solutions organization. With efficient project management practices, international standards to comply, flexible engagement models and superior infrastructure, SPEC INDIA is a customer’s delight. Our skilled technical resources are apt at putting thoughts in a perspective by offering value-added reads for all.

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