Question

In: Computer Science

This question is on Apache Spark setup on both local machine and Amazon Web Services (AWS)...

This question is on Apache Spark setup on both local machine and Amazon Web Services (AWS) cloud platform. Please include detail elaboration and screenshot for all key steps.
- Discuss on how to setup Apache Spark using Amazon EMR cluster. Demonstrate how to plan and execute any one of the built-in PySpark examples in non-interactive mode.

Solutions

Expert Solution

Solution :-

Apache spark is a distributed processing framework and programming model that helps to do machine learning, stream processing, or graph analytics using Amazon EMR clusters. Similar to Apache Hadoop, Spark is an open-source, distributed processing system commonly used for big data workloads

We can install Spark on an EMR cluster along with other Hadoop applications, and it can also leverage the EMR file system (EMRFS) to directly access data in Amazon S3.

To launch a cluster with Spark installed

  1. Open the Amazon EMR consoleC

  2. Choose Create cluster to use Quick Create.

  3. For Software Configuration, choose Amazon Release Version

  4. For Select Applications, choose either All Applications or Spark.

  5. Select other options as necessary and then choose Create cluster.

    When running Spark with Docker, make sure the following prerequisites are met:

  6. The docker package and CLI are only installed on core and task nodes.

  7. On Amazon EMR 6.1.0 and later, you can alternatively install Docker on a master node

  8. The spark submit command should always be run from a master instance on the Amazon EMR cluster.

  9. The Docker registries used to resolve Docker images must be defined using the Classification API with the container executer classification key to define additional parameters when launching the clustecluster

  10. When using Amazon ECR to retrieve Docker images, you must configure the cluster to authenticate itself ............

Thank You Sir....!


Related Solutions

AWS(Amazon Web Services): As an organization grows, what are some aspects to consider with regard to...
AWS(Amazon Web Services): As an organization grows, what are some aspects to consider with regard to EC2 Instances, EBS, and Elastic IPs if any (i.e. aspects to consider: architectural, performance, cost, etc.)?
Steps to make my Amazon Web Services (AWS) chatbot ask for user authentification which will be...
Steps to make my Amazon Web Services (AWS) chatbot ask for user authentification which will be sent to a specific email domain. Must use Lambda and DynamoDB
36. Employees can unintentionally cause havoc with apps and websites. Amazon Web Services, with more than...
36. Employees can unintentionally cause havoc with apps and websites. Amazon Web Services, with more than one million users, had an hour-long cloud-computing service outage on Tuesday, February 28, 2017, which slowed apps and websites for many U.S. companies. What was the cause of the outage and approximate costs to companies in the S&P 500 index due to this series of failures? Use the Internet to find answers.
Compare and contrast two difference cloud computing services (Amazon Web Service and Microsoft Azure). Explain the...
Compare and contrast two difference cloud computing services (Amazon Web Service and Microsoft Azure). Explain the differences and the similarities and select your choice of providers if you had to make the decision for your business. Write up a comparison on the services offered (2 pages maximum). Once again, it is essential that you use your own words (do not just copy and paste from the Internet).
- a. Amazon Web Services b. Google Cloud Platform c. Microsoft Azure d. IBM Bluemix List...
- a. Amazon Web Services b. Google Cloud Platform c. Microsoft Azure d. IBM Bluemix List the services/Products provided by each of the above mentioned cloud platform. Submit a report in response to Step 6 to Dropbox submission folder. The world limit for the report 700 – 1000 (One Page).
4DCA: Compare and contrast two difference cloud computing services (Amazon Web Service and Microsoft Azure). Explain...
4DCA: Compare and contrast two difference cloud computing services (Amazon Web Service and Microsoft Azure). Explain the differences and the similarities and select your choice of providers if you had to make the decision for your business. Write up a comparison on the services offered
3. Describe how to deploy applications over commercial cloud computing infrastructures Amazon Web Services, Windows Azure,...
3. Describe how to deploy applications over commercial cloud computing infrastructures Amazon Web Services, Windows Azure, Google AppEngine
3. Describe how to deploy applications over commercial cloud computing infrastructures: 1) Amazon Web Services, 2)...
3. Describe how to deploy applications over commercial cloud computing infrastructures: 1) Amazon Web Services, 2) Windows Azure, 3) Google AppEngine
Describe how to deploy applications over commercial cloud computing infrastructures: Amazon Web Services, Windows Azure, Google...
Describe how to deploy applications over commercial cloud computing infrastructures: Amazon Web Services, Windows Azure, Google AppEngine
Question 4 n Which of the following combine content or functionality from existing web services, websites...
Question 4 n Which of the following combine content or functionality from existing web services, websites and RSS feeds to serve a new purpose? Question 4 options:, Blogs Mashups XML MySQL Question 5 (1 point) Which of the following can be used to add location information (longitude, latitude, etc.) to websites, images RSS feeds, Videos and more? Question 5 options: RSS XML Blogs Geotagging Question 6 (1 point) Which of the following are mini applications designed to run either as...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT