October 2019
Intermediate to advanced
520 pages
13h 5m
English
Content preview from Professional Cloud Architect – Google Cloud Certification Guide
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Dataproc
Dataproc is GCP's big data-managed service for running Hadoop and Spark clusters. Hadoop and Spark are open source frameworks that handle data processing for big data applications in a distributed manner. Essentially, they provide massive storage for data, whilst also providing enormous processing power to handle concurrent processing tasks.
If we refer back to the End-to-end big data solution section of this chapter, Dataproc is also part of the processing stage. It can be compared to Dataflow; however, Dataproc requires us to provision servers, whereas Dataflow is serverless.
Exam tip: Dataproc should be chosen over Dataflow if we have an existing Hadoop or Spark Cluster. Also, skill sets of existing resources are needed. If we ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.