Instead of HDInsight seperating the core functionality into disparate packages, provide the ability to run multiple roles on the same cluster.

This would enable multi-step processing use cases to be performed using a single cluster (instead of multiple).

For example: Kafka Stream -> Spark -> HBase

In the current topology, this scenario requires 3 clusters which is expensive and complicated.