THE DATA WAREHOUSING DEBATE: TRADITIONAL vs. OPEN SOURCE from Structure:Data 2012

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Presentation from Vipul Sharma, eventbrite #dataconf More at http://event.gigaom.com/structuredata/

Technologie

THE DATA WAREHOUSING DEBATE:
TRADITIONAL vs. OPEN SOURCE
SPEAKER: Vipul Sharma
Principle Software Engineer
Eventbrite

Friday, July 27, 2012

Data Warehouse – Traditional
vs BigData

Vipul Sharma – Eventbrite

Friday, July 27, 2012

Traditional?

ETL on Relational Databases
Star Schema, Denormalization,
Structured
BI and Analytics

Friday, July 27, 2012

BigData

Hadoop, NoSQL, Storm etc
Unstructured and Structured
Data
Analytics, BI, Machine

Friday, July 27, 2012

Feature Traditional BigData
Extensibility Restricted Flexible
Operational Hard Moderate
Scalability Complex Horizontal
Flexibility Rigid Flexible
Cost Non-Linear Linear
Security High Moderate
Reporting Tools Easy Hard
Machine Non-scalable Scalable
Learning
Friday, July 27, 2012

Questions, Feedback

vipul@eventbrite.com

Friday, July 27, 2012

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THE DATA WAREHOUSING DEBATE: TRADITIONAL vs. OPEN SOURCE from Structure:Data 2012

1. THE DATA WAREHOUSING DEBATE: TRADITIONAL vs. OPEN SOURCE SPEAKER: Vipul Sharma Principle Software Engineer Eventbrite Friday, July 27, 2012

2. Data Warehouse – Traditional vs BigData Vipul Sharma – Eventbrite Friday, July 27, 2012

3. Traditional? ETL on Relational Databases Star Schema, Denormalization, Structured BI and Analytics Friday, July 27, 2012

4. BigData Hadoop, NoSQL, Storm etc Unstructured and Structured Data Analytics, BI, Machine Friday, July 27, 2012

5. Feature Traditional BigData Extensibility Restricted Flexible Operational Hard Moderate Scalability Complex Horizontal Flexibility Rigid Flexible Cost Non-Linear Linear Security High Moderate Reporting Tools Easy Hard Machine Non-scalable Scalable Learning Friday, July 27, 2012

6. Friday, July 27, 2012

7. Questions, Feedback vipul@eventbrite.com Friday, July 27, 2012

8. Friday, July 27, 2012

THE DATA WAREHOUSING DEBATE: TRADITIONAL vs. OPEN SOURCE from Structure:Data 2012

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