Test your knowledge
Before moving on to the next chapter, test your knowledge with the following questions:
- You have an on-premises persistent Hadoop cluster, where you have a lot of Hive SQL jobs and very few Spark ETL jobs are available. This cluster serves multiple teams and also helps in interactive analytics.
You are assigned the job to plan for AWS cloud migration. Which AWS service is best suited for you?
- You have received a JSON file from your source system that you would like to flatten and apply a few standardizations to for your machine learning model prediction. This process needs to be repeated every day so that the machine learning prediction can predict the output for the next day. Which AWS service will you use?
- You have a requirement to build a real-time streaming application, where you need to integrate a scalable message bus and Spark Streaming consumer application. You are looking for a managed messaging service that can scale as the number of streaming events increase or decrease. What will you use?
- Which AWS services will you choose for the message bus and Spark processing consumer application?
