Demystifying Big Data with Scala and Akka
Post on 17-Oct-2014
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Big Data Computation Technology And Analysis With Scala
Vikas Hazrati, Knoldus Software LLP
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About Me
CTO at Knoldus Software
Writing a book titled “Building performant and concurrent systems
with Scala and Akka”
Working with Scala and Big Data for the last 3 years
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what?
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2011 - 1.8 zettabytes (1.8 trillion gigabytes)
big-data market is expected to grow from US$3.2 billion in 2010 to US$16.9 billion in 2015
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Lot of data
Lot of compute
Long time to compute it
so what?
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hadoop
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Batch processing, non interactive
X real time
alternates
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Lucene
CEP
NoSQL
Combinationof
parallel processing
to build it :-{
Difficult!
Domain + Language + Performance
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to build it :-{
Domain Expertise
Language Expertise
Performance Expertise
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to build it :-{
Domain Expertise
Language Expertise
Performance Expertise
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scala
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scala
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Akka
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actor message passing
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actor message passing
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tooling?
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Spark
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Spark
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Spark
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Spark
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Delite
DSL for Heterogenous Parallel Architectures
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Delite
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Delite
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decooda liquid data platform
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Real time parallel execution
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conclusions
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Multiple real time alternativesbeyond Hadoop
Scala and Akka facilitatinggrowth
vikas@knoldus.comwww.knoldus.com@knolspeakfb - KnoldusSoftware
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