Our group's research interests are in computer systems and networking. A particular focus is on problems in systems and networking that intersect with machine learning and privacy. One problem that we are working on is self-driving networks, which studies how machine learning can be applied to automate network-management tasks at scale. Another problem we are working on is scalable systems for privacy-preserving analytics that allow making data-driven decisions without compromising the privacy of sensitive data.

Building networks that can run themselves.
Analytics on sensitive data in the cloud without revealing the data to the cloud provider.