SlideShare a Scribd company logo
Hadoop at Twitter ,[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object],1   Community Open Source 2   Twitter Open Source (or soon)
My Background ,[object Object],[object Object],[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object],1   Community Open Source 2   Twitter Open Source
What Data? ,[object Object],[object Object],[object Object]
Logs ,[object Object],[object Object]
Logs ,[object Object],[object Object],[object Object],[object Object]
Scribe ,[object Object],[object Object],[object Object],[object Object],FE FE FE Agg Agg HDFS File
Scribe at Twitter ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Scribe at Twitter ,[object Object],[object Object],[object Object],[object Object],[object Object],1   http://github.com/traviscrawford/scribe
Tabular Data ,[object Object],[object Object],[object Object],[object Object],[object Object]
Crane Driver Configuration/Batch Management Extract Load Transform Protobuf P1 Protobuf P2 Source Sink ZooKeeper Registration
Crane ,[object Object],[object Object]
Crane ,[object Object],[object Object],[object Object],[object Object]
Crane ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Crane ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object],1   Community Open Source 2   Twitter Open Source
Storage Basics ,[object Object],[object Object],[object Object],[object Object],[object Object],1   http://www.github.com/kevinweil/hadoop-lzo
Elephant Bird http://www.flickr.com/photos/jagadish/3072134867/ 1   http://github.com/kevinweil/elephant-bird
Elephant Bird ,[object Object]
Elephant Bird ,[object Object],[object Object]
Elephant Bird ,[object Object],[object Object],[object Object]
Elephant Bird ,[object Object],[object Object],[object Object],[object Object]
Elephant Bird ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Challenge: Mutable Data ,[object Object],[object Object],[object Object]
Challenge: Mutable Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Challenge: Mutable Data ,[object Object],[object Object],[object Object],[object Object]
HBase ,[object Object],[object Object],[object Object]
HBase at Twitter ,[object Object],[object Object],[object Object],[object Object]
HBase at Twitter ,[object Object],[object Object],[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object],1   Community Open Source 2   Twitter Open Source
Enter Pig ,[object Object],[object Object],[object Object],[object Object],[object Object]
Why Pig? ,[object Object]
A Real Pig Script ,[object Object]
No, seriously.
Pig Democratizes Large-scale Data Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pig Examples ,[object Object],[object Object]
Pig Workflow ,[object Object],[object Object],[object Object],[object Object],1   http://github.com/ningliang/piglet
Counting Big Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Correlating Big Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Research on Big Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Research on Big Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Twitter Data Lifecycle ,[object Object],[object Object],[object Object],[object Object],1   Community Open Source 2   Twitter Open Source
Data Products ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Questions ? Follow me at twitter.com/kevinweil TM ,[object Object]

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