The Hidden Costs of Apache Spark: Why Architecture Matters More Than Compute

Why adding executors rarely fixes the most expensive Spark problems A slow Spark job is often treated as a sizing problem: add executors, increase memory, raise shuffle partitions, and try again. That can hide the real issue. The expensive…