February 2016
Beginner to intermediate
326 pages
7h 46m
English
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The architecture of Spark
In this section, we will discuss the architecture of Spark and its various components in detail. We will also briefly talk about the various extensions/libraries of Spark, which are developed over the core Spark framework.
Spark is a general-purpose computing engine that initially focused to provide solutions to the iterative and interactive computations and workloads. For example, machine learning algorithms, which reuse intermediate or working datasets across multiple parallel operations.
The real challenge with iterative computations is the dependency of the intermediate data/steps on the overall job. This intermediate data needs to be cached in the memory itself for faster computations because flushing and reading from ...
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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.