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Data Lake for Enterprises
book

Data Lake for Enterprises

by Vivek Mishra, Tomcy John, Pankaj Misra
May 2017
Beginner to intermediate
596 pages
15h 2m
English
Packt Publishing
Content preview from Data Lake for Enterprises

When to use Flink

Select Flink as your data processing technology when:

  • You need high performance. Flink at the moment is one of the best in performance for stream processing.
  • Your use case needs machine learning. Flink’s native closed loop iterations operators make the processing perform much faster.
  • Your use case needs graph processing. Again, because of the preceding same feature, Flink will process data faster.
  • You require high throughput rates with guaranteed consistency.
  • You need exactly one time processing. This also eliminates duplicate record processing.
  • You want to avoid handling memory manually and leave that to the framework. Flink has automatic memory management.
  • You need to deal with intermediate results and Flink follows the ...
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Publisher Resources

ISBN: 9781787281349Supplemental Content