Core concept
Spark: modernized on K8s + cloud. Iceberg + Delta + Hudi as table formats.
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How it works
Legacy Hadoop still runs enterprise batch analytics.
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Trade-offs + gotchas
Understanding future direction for skill investment + platform decisions.