Extending on-premises Hadoop infrastructure into the cloud to leverage Azure’s advanced analytics. 3. Industry-Specific Applications
HDInsight provides "enterprise-scale" features that distinguish it from raw open-source distributions: What is Big Data Analytics? - Microsoft Azure
For traditional batch processing (ETL) and distributed storage. 2. Core Architectural Scenarios