Core concept
ADLS Gen2 native. VNet integration. Enterprise security package.
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How it works
Azure focus shifted to Databricks + Fabric. HDInsight is legacy path.
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Trade-offs + gotchas
Existing Azure Hadoop workloads. Kafka clusters on Azure.