Detect Orphaned vCores To Cut Compute Waste

Data engineers use definity’s vCore detection to uncover and fix hidden compute inefficiencies in Spark. By tracking both executor and machine memory in real time, definity reveals orphaned vCores and memory imbalances that Spark UI misses, turning invisible waste in memory-bound jobs into clear, actionable cost savings.