Updated January 25, 2021
Best Apache Storm Courses 2021
Best Apache Storm Tutorials 2021
Learn By Example : Apache Storm
Storm is to real-time stream processing what Hadoop is to batch processing. By using Storm, you can build apps that require you to be very responsive to the latest data and react in seconds and minutes, like finding the latest trending topics on Twitter or watching for spikes in payment gateway failures. From simple data transformations to applying machine learning algorithms on the fly, Storm can do it all.
This course contains 25 solved examples on creating Storm applications.
What is covered?
1) Understand the nozzles and bolts which are the building blocks of each Storm topology.
2) Running a Storm topology in local mode and in remote mode
3) Parallelization of data processing within a topology using different grouping strategies: random grouping, field grouping, direct grouping, any grouping, custom grouping
4) Manage reliability and fault tolerance in nozzles and bolts
5) Performing complex transformations on the fly using the Trident topology: mapping, filtering, windowing and partitioning operations
6) Apply ML algorithms on the fly using libraries such as Trident-ML and Storm-R.
You will learn:
Create a Storm topology for data processing
Manage topology reliability and fault tolerance
Controlling Parallelism Using Different Grouping Strategies
Perform complex transformations using Trident
Apply machine learning algorithms on the fly in Storm applications
Best Apache Storm Books 2021
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- 182 Pages - 08/21/2021 (Publication Date) - BPB Publications (Publisher)
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- English (Publication Language)
- 278 Pages - 08/18/2017 (Publication Date) - Packt Publishing (Publisher)
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- English (Publication Language)
- 280 Pages - 04/12/2015 (Publication Date) - Manning (Publisher)
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