With SPS 9 SAP HANA comes with the enterprise information management option (SAP HANA Enterprise Information Management – SAP Help Portal Page) that was built for such kind of use cases.
There is even a TWITTER adapter available (Twitter - SAP HANA Enterprise Information Management Administration Guide - SAP Library).
You might also want to check out the smart data streaming option, if storing the data is not the main goal.
- Lars