Apache Spark AQE: Runtime Optimization for Shuffle-Heavy Workloads
Static query planning in Apache Spark often fails because the optimizer makes decisions using stale statistics. Adaptive Query Execution (AQE) solves this by re-planning the query plan at runtime based on actual data statistics collected during shuffle operations.