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Consider a scenario where a Spark streaming job is failing to meet its latency SLA. Upon inspection, you find that the Spark UI shows a high number of late batches. What steps would you take to address this issue?
A
Increase the batch interval to reduce the processing load.
B
Optimize the data ingestion rate and ensure it matches the processing capacity of the cluster.
C
Reduce the number of executors to focus on processing efficiency.
D
Increase the memory allocation for the streaming job.
