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Introduction to Storm
Vinoth Kumar Kannan
Vinoth.kannan@widas.de
Introduction & Concepts
Storm is a free and open source distributed realtime
computation system
2
What is Storm
Hadoop : Batch Processing :: Storm...
3
Comparison of Hadoop vs Storm
4
Concepts
What does it do?
Stream Processing Continuous Computation DRPC
5
Concepts
What is a Stream ?
Tuple Tuple Tuple Tuple Tuple
Streams
Unbounded sequence of tuples
6
Concepts
What is a spout?
Source of Stream is called Spout
7
Concepts
What are Bolts?
Bolts Processes input Stream and produces a new Stream
Tuple Tuple
Bolts
8
Concepts
What are Bolts?
Bolts
• Functions
• Filters
• Aggregation
• Joins
• Database connections
9
Concepts
What is a topology ?
Network of Spouts and Bolts
Topology
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Concepts
What are Grouping
Used to decide which task in the subscribing bolt, the tuple is sent to
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DRPC
Distributed Remote Procedure Call
DRPC parallelizes the computation of really intense
functions on the fly using S...
12
DRPC
Distributed Remote Procedure Call
13
Trident
What is Trident?
Trident is a high-level abstraction for doing realtime
computing on top of Storm.
Similar to C...
14Vinoth.kannan@widas.de
Thank You
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Introduction to storm

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Introduction to Real time event processing, Storm and Trident

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Transcript of "Introduction to storm"

  1. 1. 1 Introduction to Storm Vinoth Kumar Kannan Vinoth.kannan@widas.de Introduction & Concepts
  2. 2. Storm is a free and open source distributed realtime computation system 2 What is Storm Hadoop : Batch Processing :: Storm : Real-Time Processing Provides general primitive to do real time computation Scalable and Fault-tolerant Guaranteed Message Processing atleast once Can be used with any programming language
  3. 3. 3 Comparison of Hadoop vs Storm
  4. 4. 4 Concepts What does it do? Stream Processing Continuous Computation DRPC
  5. 5. 5 Concepts What is a Stream ? Tuple Tuple Tuple Tuple Tuple Streams Unbounded sequence of tuples
  6. 6. 6 Concepts What is a spout? Source of Stream is called Spout
  7. 7. 7 Concepts What are Bolts? Bolts Processes input Stream and produces a new Stream Tuple Tuple Bolts
  8. 8. 8 Concepts What are Bolts? Bolts • Functions • Filters • Aggregation • Joins • Database connections
  9. 9. 9 Concepts What is a topology ? Network of Spouts and Bolts Topology
  10. 10. 10 Concepts What are Grouping Used to decide which task in the subscribing bolt, the tuple is sent to
  11. 11. 11 DRPC Distributed Remote Procedure Call DRPC parallelizes the computation of really intense functions on the fly using Storm The Storm topology takes in as input a stream of function arguments, and it emits an output stream of the results for each of those function calls. DRPC is not so much a feature of Storm as it is a pattern expressed from Storm's primitives of streams, spouts, bolts, and topologies.
  12. 12. 12 DRPC Distributed Remote Procedure Call
  13. 13. 13 Trident What is Trident? Trident is a high-level abstraction for doing realtime computing on top of Storm. Similar to Cascading or Pig in Hadoop Easier to build topologies Trident has joins, aggregations, grouping, functions, and filters Trident lets you express realtime computations in a natural way while still getting maximal performance.
  14. 14. 14Vinoth.kannan@widas.de Thank You

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