Shuffle Partition

Big Data Technology Architecture

Apr 1, 2021 · Big Data

Spark Adaptive Execution: Dynamic Shuffle Partition, Broadcast Join, and Skew Handling

The article explains the limitations of static shuffle partitions, execution‑plan estimation, and data skew in Spark SQL, and describes how Spark Adaptive Execution can automatically adjust shuffle partition numbers, switch join strategies, and mitigate skew through configurable parameters and code examples.