Exercises: Difference between revisions
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** [[Create Spark cluster]] | ** [[Create Spark cluster]] | ||
** [[Install HDFS and YARN on the cluster]] | ** [[Install HDFS and YARN on the cluster]] | ||
** [[Install Spark on the cluster]] - not completely finished: | ** [[Install Spark on the cluster]] - not completely finished: | ||
** [[Install Kafka on the cluster]] - not completely finished: | ** [[Install Kafka on the cluster]] - not completely finished: | ||
Revision as of 11:07, 17 October 2022
Outline of the exercises. Because the exercises are new this year, it is hard to plan exactly, so this is likely to change a bit!
- Exercise 1: Getting started with Apache Spark and Processing tweets with Spark.
- Exercise 2: Streaming tweets with Twitter API
- Exercise 3: Streaming tweets with Kafka and Spark
- Exercise 4:
- Create Spark cluster
- Install HDFS and YARN on the cluster
- Install Spark on the cluster - not completely finished:
- Install Kafka on the cluster - not completely finished:
- Exercise 5: Cloud management. We will automate upgrading and scaling of clusters using Terraform and Ansible.
I also hope to be able to do something with Docker, Docker Swarm and/or Kubernetes.
