Spark - Build Memory Config Calculator in Tamil

Published: 14 August 2024
on channel: Data Engineering
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Spark - Build Memory Config Calculator in Tamil

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Spark Executor Memory: The amount of memory allocated to each executor in Spark, used for storing data and performing computations.

Spark Driver Memory: The amount of memory allocated to the Spark driver, responsible for the overall coordination of the application, including task scheduling.

Spark Cores: The number of CPU cores allocated to each executor, which determines the number of tasks an executor can run in parallel.

Number of Executors: The total number of executors in a Spark application, determining the parallelism level across the cluster.

YARN Memory Overhead: Extra memory allocated on top of the executor memory for YARN to handle resource management, including JVM overhead, caches, and thread stacks.

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