A Spark job is executing much slower than expected. Upon examining the Spark UI, a data engineer notices that within a specific stage, the minimum and median task durations are nearly identical, yet the maximum task duration is approximately 100 times longer than the minimum. What is the most likely cause for this performance bottleneck?