How to Fix Apache Spark OOM Errors During Shuffle Operations 29 Mar 2026 Post a Comment Apache Spark OutOfMemory (OOM) errors during shuffle operations are the most frequent cause of pipeline failure in production big data environments… Adaptive Query ExecutionApache Spark OOMBig data processingData engineeringExecutorLostFailureJava heap spaceSpark 3.5.0Spark shuffle optimization