Karmasphere bdabi blueprint- final
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This document outlines six cornerstones for making Hadoop successful with business intelligence (BI). It discusses employing all types of data, including raw unstructured data and structured data from databases. It also recommends using all available analytic assets, providing self-service access for users, creating a collaborative environment, ensuring the architecture is open and extensible, and populating best-of-breed reporting tools. The goal is to get the best of both big data analytics on Hadoop and traditional BI by building a bridge between the two within a company.
Karmasphere bdabi blueprint- final
- 3. > Hadoop not standing alone
- 4. > Parallel and Complementary Stacks
- 5. > The Best of Both Worlds = Big Data Analytics + Traditional BI
- 6. > Big Data Analytics on Hadoop Use Cases • • • • • • • • •
- 7. > What Hadoop Adopters Are Saying
- 8. > How to make Hadoop successful with BI
- 9. > Cornerstone 1: Employ All Data • Raw unstructured – Web logs, machine /sensor data, mobile social, video, etc. • Structured data – traditional RDMBS, EDW’s • Streaming vs. batch oriented • Data governance and quality
- 10. > Cornerstone 2: Use All Analytic Assets • Traditional models and assets • Standard Hadoop components including UDFs and SerDes • Custom algorithms • Models created in other systems such as SAS/R
- 11. > Cornerstone 3: Provide Self-Service Access for All Users • • • • • Easy-to-use ad-hoc analysis, web-based forms • Drag and drop • • Common skills: SQL • Powerful iterative analysis • Analytical models and algorithms •
- 12. > Cornerstone 4: Build a Collaborative Environment • • • • • Metadata, Queries, Results and Visualizations • •
- 13. > Cornerstone 5: Be Open and Extensible • • • • • • • •
- 14. > Cornerstone 6: Populate Best-of-Breed Reporting Tools • • • •
- 15. > How would an architecture look
- 16. > Summary
- 17. > Summary Get the Best of Both Worlds – Build a Bridge Inside Your Company Big Data Analytics on Hadoop Future, see intent Drives Optimization BI Just getting started Historical Drives reporting Entrenched Be around for a long time