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You are debugging a failing Spark application and notice that the Cluster UI shows frequent executor losses. What steps would you take to diagnose and resolve this issue?
A
Increase the shuffle partition size to reduce the number of tasks.
B
Check the cluster's resource allocation and ensure it meets the application's requirements.
C
Reduce the number of stages in the application.
D
Increase the timeout settings for task scheduling.
