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Explain the concept of Spark’s shuffle operation.

How does Spark handle skewed data?

What are the different types of joins supported in Spark?

What is the syntax to write a Spark DataFrame to a Parquet file in Scala?

How does Spark handle data consistency in streaming applications?

What are the different types of machine learning algorithms supported by Spark MLlib?

Explain the concept of Spark’s columnar storage.

What is the purpose of Spark’s dynamic resource allocation?

How does Spark handle data skewness in machine learning algorithms?

What is the significance of Spark’s checkpointing in fault tolerance?

Explain the concept of Spark’s broadcast variable optimizations.

જીરાફ

What are the different types of data sources supported by Spark?

How does Spark handle data replication for fault tolerance?

What is the purpose of Spark’s partitioning strategies?

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