July 2017
Intermediate to advanced
796 pages
18h 55m
English
Content preview from Scala and Spark for Big Data Analytics
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Time to Go to ClusterLand - Deploying Spark on a Cluster
"I see the moon like a clipped piece of silver. Like gilded bees, the stars cluster around her"
- Oscar Wilde
In the previous chapters, we have seen how to develop practical applications using different Spark APIs. However, in this chapter, we will see how Spark works in a cluster mode with its underlying architecture. Finally, we will see how to deploy a full Spark application on a cluster. In a nutshell, the following topics will be cover throughout this chapter:
- Spark architecture in a cluster
- Spark ecosystem and cluster management
- Deploying Spark on a cluster
- Deploying Spark on a standalone cluster
- Deploying Spark on a Mesos cluster
- Deploying Spark on YARN cluster
- Cloud-based deployment ...
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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.