My research interests are broadly in cloud computing, big data, and analytics with a focus on using machine learning, probabilistic, and statistical techniques to address scaling, autonomy, and tractability issues. These efforts target processing, routing, storing, and mining data streams generated by networked sensors, observational equipment, and programs.