Spark - Build Memory Config Calculator in Tamil
Spark - Build Memory Config Calculator in Tamil
English Video - • Spark - Build Memory Config Calculator
Code - https://github.com/sbgowtham/spark_me...
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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