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Big Data Computation Technology And
Analysis With Scala
Vikas Hazrati, Knoldus Software LLP
Big Data Innovation
Conference...
About Me
CTO at Knoldus Software
Writing a book titled “Building
performant and concurrent systems
with Scala and Akka”
Wo...
what?
Add content
Big Data Innovation
Conference (c)
2011 - 1.8 zettabytes
(1.8 trillion gigabytes)
big-data market is exp...
Big Data Innovation
Conference (c)
Lot of data
Lot of compute
Long time to compute it
so what?
About Me
Big Data Innovation
Conference (c)
hadoop
Big Data Innovation
Conference (c)
Batch processing, non interactive
X real time
alternates
Big Data Innovation
Conference (c)
Lucene
CEP
NoSQL
Combination
of
parallel processing
to build it :-{
Difficult!
Domain + Language + Performance
Big Data Innovation
Conference (c)
to build it :-{
Domain Expertise
Language Expertise
Performance Expertise
Big Data Innovation
Conference (c)
to build it :-{
Domain Expertise
Language Expertise
Performance Expertise
Big Data Innovation
Conference (c)
scala
Add content
Big Data Innovation
Conference (c)
scala
Big Data Innovation
Conference (c)
Big Data Innovation
Conference (c)
Akka
Big Data Innovation
Conference (c)
actor message passing
Add content
Big Data Innovation
Conference (c)
actor message passing
Add content
Big Data Innovation
Conference (c)
tooling?
Big Data Innovation
Conference (c)
Spark
Big Data Innovation
Conference (c)
Spark
Big Data Innovation
Conference (c)
Spark
Big Data Innovation
Conference (c)
Spark
Big Data Innovation
Conference (c)
Delite
DSL for Heterogenous Parallel
Architectures
Big Data Innovation
Conference (c)
Delite
Big Data Innovation
Conference (c)
Delite
Big Data Innovation
Conference (c)
decooda liquid data platform
Big Data Innovation
Conference (c)
Real time parallel execution
Big Data Innovation
Conference (c)
Big Data Innovation
Conference (c)
Big Data Innovation
Conference (c)
conclusions
Big Data Innovation
Conference (c)
Multiple real time alternatives
beyond Hadoop
Scala and Akka facilitating
g...
vikas@knoldus.com
www.knoldus.com
@knolspeak
fb - KnoldusSoftware
Big Data Innovation
Conference (c)
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Demystifying Big Data with Scala and Akka

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Big Data with Scala Presentation at National Big Data summit 2013

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Demystifying Big Data with Scala and Akka

  1. 1. Big Data Computation Technology And Analysis With Scala Vikas Hazrati, Knoldus Software LLP Big Data Innovation Conference (c)
  2. 2. 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 Big Data Innovation Conference (c)
  3. 3. what? Add content Big Data Innovation Conference (c) 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
  4. 4. Big Data Innovation Conference (c) Lot of data Lot of compute Long time to compute it so what?
  5. 5. About Me Big Data Innovation Conference (c)
  6. 6. hadoop Big Data Innovation Conference (c) Batch processing, non interactive X real time
  7. 7. alternates Big Data Innovation Conference (c) Lucene CEP NoSQL Combination of parallel processing
  8. 8. to build it :-{ Difficult! Domain + Language + Performance Big Data Innovation Conference (c)
  9. 9. to build it :-{ Domain Expertise Language Expertise Performance Expertise Big Data Innovation Conference (c)
  10. 10. to build it :-{ Domain Expertise Language Expertise Performance Expertise Big Data Innovation Conference (c)
  11. 11. scala Add content Big Data Innovation Conference (c)
  12. 12. scala Big Data Innovation Conference (c)
  13. 13. Big Data Innovation Conference (c)
  14. 14. Akka Big Data Innovation Conference (c)
  15. 15. actor message passing Add content Big Data Innovation Conference (c)
  16. 16. actor message passing Add content Big Data Innovation Conference (c)
  17. 17. tooling? Big Data Innovation Conference (c)
  18. 18. Spark Big Data Innovation Conference (c)
  19. 19. Spark Big Data Innovation Conference (c)
  20. 20. Spark Big Data Innovation Conference (c)
  21. 21. Spark Big Data Innovation Conference (c)
  22. 22. Delite DSL for Heterogenous Parallel Architectures Big Data Innovation Conference (c)
  23. 23. Delite Big Data Innovation Conference (c)
  24. 24. Delite Big Data Innovation Conference (c)
  25. 25. decooda liquid data platform Big Data Innovation Conference (c)
  26. 26. Real time parallel execution Big Data Innovation Conference (c)
  27. 27. Big Data Innovation Conference (c)
  28. 28. Big Data Innovation Conference (c)
  29. 29. conclusions Big Data Innovation Conference (c) Multiple real time alternatives beyond Hadoop Scala and Akka facilitating growth
  30. 30. vikas@knoldus.com www.knoldus.com @knolspeak fb - KnoldusSoftware Big Data Innovation Conference (c)

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