Business Intelligence and Hadoop

avkash@bigdataperspective.com@avkashchauhan

Agenda this hour:

Traditional BI LandscapeAnatomy of Big Data Analytics ApplicationApplication Demo from

Question

What is BI?Very smallVery Big

What is the difference between:Big Data analytics vs. Business AnalyticsBig Data vs. Hadoop

Intelligence through Analytics

Traditional BI Landscape……

Business Intelligence and Analytics Platform:

Traditional Business Intelligence

ETL

Database

EDW

OLAP

ODS Dashboards

Alerts & Notifications

Reporting

Traditional BI Applications

Understand various types of data within given limitationProcess data through applied rulesVisualize data with limited resourcesExtend results by sharing within enterprise

New Age BI Application

Able to understand various types of dataExtend data readability through plugins and connectorsAbility to clean the dataProcess data with applied rules locally and in distributed environmentVisualize sizable data with speedExtend results by sharing within enterprise and/or through various social platform is a plus

Understanding Business Intelligence landscape through a few prominent Applications

Anatomy of Big Data Analytics Application……

Big Data Analytics

Processing large amount of data without data movementAvoid data connectors if possible (run natively)Ability to understand vast amount of data types and data compressionsAbility to process data on variety of processing frameworkDistributed data processing

In-Memory is big plusSuper fast visualization

In-memory is big plus

Business Intelligence Application on Hadoop

Application must run natively on Hadoophave direct access to HDFS to read dataApplication uses either MapReduce or other processing model which does not move data from HDFSAvoid redundant data processing by applying incremental processing

After data processing application can visualize result data without significant preprocessing

Demo……

Thanks….