Focus Areas: Data Science, Databases, Machine Learning
My research group studies corrupted, missing, or otherwise uncertain data in database and information retrieval systems. We are currently studying systems that can give certifiable accuracy guarantees in partially complete databases, query accuracy evaluation in corrupted databases, and automatic detection of data leakage.
Labs & Groups
Michael Franklin, Aaron Elmore, Sanjay Krishnan, Raul Castro Fernandez
Conducting research on all things data, including large-scale video analysis, efficient data processing systems, and the economics of data.
A vibrant, collaborative research community with diverse, synergistic research interests spanning systems, programming languages and software engineering, software and hardware...
CERES Center for Unstoppable Computing
Andrew A. Chien
A dynamic community focused on reducing the fragility and complexity of computing systems, while also increasing their efficiency and lifetime.