Welcome to the DREAM Lab at the College of Information and Computer Sciences, University of Massachusetts Amherst. We focus on building systems for efficiently and securely managing data. We focus on diverse topics, including probabilistic databases, privacy-preserving data analysis, mining and analysis of social networks and graph data, secure database architectures, database auditing, data stream processing, sensor data management, flash-based database management, provenance, causality, reverse data management, diversity and fairness, among others. We are in the top 15 of US DB research groups!
Our lab is growing, with new faculty and exciting new projects! We are looking for strong, motivated students to be at the forefront of the data revolution, working on cutting edge technology for data science, big data, and data management.