Skip to content
@umass-dream-lab

UMass Amherst Dream Lab

Data systems Research for Exploration, Analytics, and Modeling

DREAM Lab @ UMass

Data systems Research for Exploration, Analytics, and Modeling

Data systems Research for Exploration, Analytics, and Modeling

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 work 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.

People

Faculty

Students

Projects

Read more about our projects and research here.

Popular repositories Loading

  1. .github .github Public

  2. skypq skypq Public

    HTML

  3. DOptDB DOptDB Public

    Optimized Data Selection Under Constraints on Diversity and Representation

    C++

  4. paws paws Public

    The project page of our work on Perception-Aware Sampling (PAWS).

    HTML

Repositories

Showing 4 of 4 repositories

Top languages

Loading…

Most used topics

Loading…