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Cloud Analytics with Google Cloud Platform
book

Cloud Analytics with Google Cloud Platform

by Sanket Thodge
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
9h 53m
English
Packt Publishing
Content preview from Cloud Analytics with Google Cloud Platform

Dataflow versus Dataproc

The following should be your flowchart when choosing Dataproc or Dataflow:

A table-based comparison of Dataproc versus Dataflow:

Workload

Cloud Dataproc

Cloud Dataflow

Stream processing (ETL)

No

Yes

Batch processing (ETL)

Yes

Yes

Iterative processing and notebooks

Yes

No

Machine learning with Spark ML

Yes

No

Preprocessing for machine learning

NO

Yes (with Cloud ML Engine)

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Publisher Resources

ISBN: 9781788839686Other