Breaking the Kubernetes Kill Chain: Host Path Mount
The Road for Enterprise Data From Traditional BI to Big Data
1. The Road for Enterprise Data
From Traditional BI to Big Data
@LynnLangit
Practioner, Author, Instructor
2. BI = ‘Current State’ Questions
• What did we sell?
Collecting • When did we sell it?
Transactional
data • Where did we sell it?
• What did we sell with it?
5. Mix-in #1 -- the Cloud and…
• Host Data in the Cloud
• Process & Query Data in the Cloud
– Click to query and (data) mine
– Return the data locally
– Use Self-service BI visualizers
• Mash-up Cloud data
– Combine with local data
6. NoSQL and the Cloud
• The Elephant in the room…Hadoop
• Over 120+ types of noSQL databases
– http://nosql-database.org/
13. Comparing RDBMS and MapReduce
Reference: Tom White’s Hadoop: The Definitive Guide
Traditional RDBMS MapReduce
Data Size Gigabytes (Terabytes) Petabytes (Hexabytes)
Access Interactive and Batch Batch
Updates Read / Write many times Write once, Read many times
Structure Static Schema Dynamic Schema
Integrity High (ACID) Low
Scaling Nonlinear Linear
DBA Ratio 1:40 1:3000
15. BigData = ‘Next State’ Questions
• What could happen?
Collecting • Why didn’t this happen?
• When will the next new thing
behavioral happen?
data • What will the next new thing
be?
30. BI >BigData ‘To Do List
Store some (more) data on the cloud
• Relational and non-relational
• Transaction AND Behavioral
Process some data in the cloud
• Try data mining
• Learn about Data Science
Update your client tools
• New UI (touch, gestures)
• Click to Query
• New form factors (phone, tablet)
33. Keep up with Big Data
Follow me @LynnLangit
RSS my blog
www.LynnLangit.com
Hire me
• To help build your BI/Big Data solution
• To teach your team next gen BI
Notas do Editor
How to Get There from Here: The Road to Enterprise DataLynn Langit (Teaching Kids Programming)Wednesday, 12/07/2011How will companies familiar with BI and SQL gradually embrace unstructured data and noSQL models? Will this be through a “layer” of SQL emulation? Through an Excel plug-in that generates Hadoop workloads? A rethinking on the part of database vendors? Or something else entirely?In this session, cloud and data expert Lynn Langit explores the roadmap to Big Data adoption by traditional enterprise IT and corporate software developers.
http://hadoop.apache.org/ & http://www.mongodb.org/