Core concept
Phase 1: data to cloud object storage. Phase 2: compute to managed (EMR/Dataproc). Phase 3: modernize to serverless.
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How it works
Dual-run costs. Legacy pipeline migration risk.
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Trade-offs + gotchas
Any enterprise Hadoop → cloud initiative.