enabling a data driven agile business
TRANSCRIPT
Enabling a data driven agile business
Tharindu MathewAssociate Tech. LeadWSO2 Inc.
Guess who?
Courtesy of http://www.outsider-trading.com/
Peter Brand from Moneyball
Brand analyzes player data and helps GM Beane to drive Oakland A’s to spectacular seasonal performance with a team on a slim payrole
Picture courtesy of imdb
A Data Scientist is…
The sexiest job of the 21st century…
Harvard Business Review - http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century/ar/1
Careers at facebook
Picture courtesy of facebook
Data as a new source of growth
Data
Data Analytics
Internet of Things
Mobile
Cloud
Recap of 2011
• Complete re-write of monitoring products
• Focusing on 3 main aspects
• Performance
• Scalability
• Customizability
In Sept 2012
WSO2 BAM WSO2 CEP
“Open source, multi-tenanted big data native product platform”
Progress
• 10+ customers
• 4 releases – Just fresh this week - BAM 2.2.0 and CEP 2.2.0
• Heavy internal usage – API Manager, Stratos 2.0, Carbon Ops network
• Enabling data scientists to work their magic on data not be concerned about ops
Creating a big data strategy…
Big Problems?
Big data expertise
Driving decisions
Getting everyone on board
Creating a big data strategy… - Being Big Data native
Creating a big data strategy… - Federated Analytics
Federated Analytics
Spreadsheets
Real-time streams
Logs
Creating a big data strategy… - Scaling
Vision for 2013
“Data to knowledge” fusing WSO2 BAM, CEP, ESB and DSS
And also…
Try to run through 10 TB in 2 seconds
Data created & shared (2012 – 2015)
0
2000
4000
6000
8000
2012 2013 2014 2015
Zettabytes
Zettabytes
What is a Zettabyte?
Mark Liberman calculated the storage requirements for all human speech ever spoken at 42 zettabytes if digitized as 16 kHz 16-bit audio.
(1 billion terra bytes = 1 zetta byte)
Questions