Core concept
HDFS + YARN complexity vs S3 + serverless simplicity. Cost + agility drivers.
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How it works
Existing Hadoop investments hard to unwind. Long tail of legacy pipelines.
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Trade-offs + gotchas
New workloads increasingly cloud-native. Hadoop for regulated on-prem holdouts.