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You are monitoring a Spark application and notice that the Spark UI shows a high number of task failures in a specific stage. What could be the potential causes of these task failures, and how would you address them?
A
The application is experiencing data skew; analyze and repartition the data.
B
The application is running out of memory; increase the memory allocation for executors.
C
The application is encountering network issues; check and optimize network configurations.
D
The application is performing complex computations; increase the task parallelism.
