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Interview Questions

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

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

Walkthrough Spark's architecture, focusing on driver, executors, and DAGs

Spark/Big Datahard
2

What are Spark optimizations, and can you explain them?

Spark/Big Datahard
3

What are the challenges of implementing real-time analytics using Spark Streaming?

Spark/Big Datahard
4

What are the key properties of Delta Lake that differentiate it from traditional data lakes?

Spark/Big Datahard
5

What happens if the checkpoint location is accidentally deleted?

Spark/Big Datahard
6

What insights can you gather from the DAG visualization in Spark UI?

Spark/Big Datahard
7

What is Predicate Pushdown and AQE with Example

Spark/Big Datahard
8

What is a serializer in Spark?

Spark/Big Datahard

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