Shuffle Bottleneck from Network Saturation

Spark shuffle operations (joins, aggregations) saturate network bandwidth when spark_executor_shuffleread and spark_executor_shufflewrite volumes spike, causing executor task delays. Network becomes bottleneck before CPU or memory pressure appears.

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