Big Data Technology & Architecture

Apr 16, 2021 · Big Data

Spark Job Execution Architecture: From Submission to Shuffle and Task Processing

This article explains how Spark coordinates master, worker, driver, and executor components to generate, submit, and run jobs, detailing the creation of logical and physical execution graphs, task allocation, result handling, and the shuffle read process with code examples and diagrams.