Data Systems Research for Exploration, Analytics, and Modeling

The Data Systems Research for Exploration, Analytics, and Modeling (DREAM) Lab focuses on building systems for efficiently and securely managing data. Data has been playing an increasingly central role, and so data management now encompasses diverse topics, including probabilistic databases, privacy-preserving data analysis, mining and analysis of social networks and graph data, secure database architectures, database support for machine learning, machine learning for data management, database auditing, data stream processing, sensor data management, flash-based database management, provenance, causality, reverse data management, diversity and fairness, among others.