One of the big features being introduced for HANA Smart Data Streaming with the SPS 11 release is integrated machine learning algorithms. Machine learning algorithms allow streaming analytics projects to adapt to changes in the incoming event data which in turn enables more predictive alerts and output. For more detail on the machine learning algorithms, check out this HANA Academy video.
More new features and enhancements in the SPS 11 release for HANA smart data streaming are detailed in What's New In SPS11 for HANA Smart Data Streaming in the Smart Data Streaming Developer Center.
