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8 Ways to Optimize AWS Glue Jobs in a Nutshell

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  Improving the performance of AWS Glue jobs involves several strategies that target different aspects of the ETL (Extract, Transform, Load) process. Here are some key practices. 1. Optimize Job Scripts Partitioning : Ensure your data is properly partitioned. Partitioning divides your data into manageable chunks, allowing parallel processing and reducing the amount of data scanned. Filtering : Apply pushdown predicates to filter data early in the ETL process, reducing the amount of data processed downstream. Compression : Use compressed file formats (e.g., Parquet, ORC) for your data sources and sinks. These formats not only reduce storage costs but also improve I/O performance. Optimize Transformations : Minimize the number of transformations and actions in your script. Combine transformations where possible and use DataFrame APIs which are optimized for performance. 2. Use Appropriate Data Formats Parquet and ORC : These columnar formats are efficient for storage and querying, signif
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12 Top Hadoop Security Interview Questions

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Here are the interview questions on Hadoop security. Useful to learn for your data science project and for interviews.

Frequently asked interview questions on Hadoop security.

 12 Hadoop Security Interview Questions

  1. How does Hadoop security work?
  2. How do you enforce access control to your data?
  3. How can you control who is authorized to access, modify, and stop Hadoop MapReduce jobs?
  4. How do you get your (insert application here) to integrate with Hadoop security controls?
  5. How do you enforce authentication for users on all types of Hadoop clients (for example, web consoles and processes)?
  6. How can you ensure that rogue services don't impersonate real services (for example, rogue Task Trackers and tasks, unauthorized processes presenting block IDs to Data Nodes to get access to data blocks, and so on)?
  7. Can you tie in your organization's Lightweight Directory Access Protocol (LDAP) directory and user groups to Hadoop's permissions structure?
  8. Can you encrypt data in transit in Hadoop?
  9. Can your data be encrypted at rest on HDFS?
  10. How can you apply consistent security controls to your Hadoop cluster?
  11. What are the best practices for security in Hadoop today?
  12. Are there proposed changes to Hadoop's security model? What are they?

References

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