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Interview Questions

Real questions from top companies in Spark/Big Data · medium

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All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
1

What is the role of Zookeeper in Kafka?

Spark/Big Datamedium
2

What is the usage of Optimize and REORG commands in Databricks?

Spark/Big Datamedium
3

What performance tuning techniques do you apply in both Sqoop and Spark to optimize their execution?

Spark/Big Datamedium
4

What role does executor memory and CPU configuration play in maximizing parallelism?

Spark/Big Datamedium
5

What strategies would you use to optimize Spark jobs for both performance and cost on AWS?

Spark/Big Datamedium
6

What techniques ensure deduplication in large datasets?

Spark/Big Datamedium
7

What's the difference between narrow and wide transformations?

Spark/Big Datamedium
8

When would you choose a broadcast join over a shuffle join? Any memory risks?

Spark/Big Datamedium

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