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The evolution of web and big data
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The evolution of web and big data
1.
The Evolution of Web
and Big Data Edward J. Yoon
2.
Who Am I •
Edward J. Yoon – @eddieyoon • Founder of Apache Hama • PMC member of Apache BigTop • Oracle Employee
3.
Early era of
Web Google • 2003: GFS • 2004: MapReduce OSS • 2005: SawZall • 2005: Hadoop • 2006: BigTable HDFS MapReduce • 2006: Pig • 2007: Hive HBase
4.
Google? • World best
“Full-text search engine” • In 2003, – 10,000+ Servers – 4+ billion Documents – 300+ Million Images
5.
Hadoop 1.0 • HDFS
+ MapReduce – And Pig. Hive, Hbase, Mahout
6.
7.
The New era
of Web Google OSS • 2010: Pregel • 2010: Hama Dremel Twitter • 2012: Spanner Storm • 2011: YARN Giraph • 2012: Drill
8.
MR vs. Alternatives
9.
YARN? • Job scheduling
and cluster resource management
10.
Future of CDH4
and Hadoop • CDH4 will be based on 0.23.x or later • 0.23.0 doesn’t include Map/Reduce 1.0 – Storm, Giraph, Hama, Spark, MPI, GraphLab
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