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Outline for workshop proposed for The Fifth Elephant, 2013, Bangalore


 Big Data, Real-time
Processing and Storm



                         Prashanth Babu
                      http://About.Me/Prashanth

Please let me know your feedback and / or comments on this Outline for the Workshop.
Outline of the session
 Big Data
 Batch processing
 Real-time processing
 Real-time vs. Batch processing
 Tools / frameworks
 Complex Event Processing
 Event Stream Processing
 CEP vs. ESP
 Storm overview
 Use cases of Storm
 Comparison with other open source Big Data solutions
 Storm vs. Hadoop
Outline of the session
 Storm Dependencies
 Storm Architecture
 Storm Components
   o Nimbus
   o Supervisor
   o ZooKeeper
 Storm Concepts
   o Tuples
   o Streams
   o Spouts
   o Bolts
   o Topologies
Outline of the session
 Storm UI
 Modes of operation
   o Local Mode
   o Production Mode
 Storm through an example
   Word Count demo
 Trident
 How the combination of Storm and Hadoop can help analyze
  data
 Other features & Community Support
 Real-time analysis of tweets with Storm
 References
QnA
Storm Overview
 Developed at BackType by Nathan Marz and team
 Open sourced by Twitter [after acquiring Backtype] in
  August, 2011
 Stream Processing
 Distributed RPC
 Continuous computation
 Guaranteed data Processing
 Fault tolerance
 Horizontal scalability
 CEP
 Further discussion in the session. 

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Outline of Big Data, Real-time Processing and Storm

  • 1. Outline for workshop proposed for The Fifth Elephant, 2013, Bangalore Big Data, Real-time Processing and Storm Prashanth Babu http://About.Me/Prashanth Please let me know your feedback and / or comments on this Outline for the Workshop.
  • 2. Outline of the session  Big Data  Batch processing  Real-time processing  Real-time vs. Batch processing  Tools / frameworks  Complex Event Processing  Event Stream Processing  CEP vs. ESP  Storm overview  Use cases of Storm  Comparison with other open source Big Data solutions  Storm vs. Hadoop
  • 3. Outline of the session  Storm Dependencies  Storm Architecture  Storm Components o Nimbus o Supervisor o ZooKeeper  Storm Concepts o Tuples o Streams o Spouts o Bolts o Topologies
  • 4. Outline of the session  Storm UI  Modes of operation o Local Mode o Production Mode  Storm through an example Word Count demo  Trident  How the combination of Storm and Hadoop can help analyze data  Other features & Community Support  Real-time analysis of tweets with Storm  References QnA
  • 5. Storm Overview  Developed at BackType by Nathan Marz and team  Open sourced by Twitter [after acquiring Backtype] in August, 2011  Stream Processing  Distributed RPC  Continuous computation  Guaranteed data Processing  Fault tolerance  Horizontal scalability  CEP  Further discussion in the session. 

Notes de l'éditeur

  1. Outline for workshop proposed for The Fifth Elephant, 2013, BangalorePlease let me know what else you want me to showcase or touch base during this presentation. My details are in my About.Me profile page.Image source: http://www.theweatherimagerepo.com/var/albums/Thunder/Lightning_Storm_by_Nightwalker50.jpg
  2. Outline for workshop proposed for The Fifth Elephant, 2013, Bangalore
  3. Outline for workshop proposed for The Fifth Elephant, 2013, Bangalore
  4. Outline for workshop proposed for The Fifth Elephant, 2013, Bangalore
  5. Outline for workshop proposed for The Fifth Elephant, 2013, BangaloreImage source: http://libertystorm.com