Core concept
S3 native (EMRFS). Spot instances for cost. Auto-scale.
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How it works
Not vanilla Hadoop — AWS extensions + tuning. Some Ranger + Kerberos setup work.
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Trade-offs + gotchas
AWS-hosted Hadoop workloads. Analytics teams needing Spark + Hive quickly.