14 citations · 23 across the 4 of their papers we have counts for
4 papers
DePLOI: Applying NL2SQL to Synthesize and Audit Database Access Control
Pranav Subramaniam, Sanjay Krishnan
In every enterprise database, administrators must define an access control policy that specifies which users have access to which tables. Access control straddles two worlds: polic…
Kitana: Efficient Data Augmentation Search for AutoML
Zezhou Huang, Pranav Subramaniam, Raul Castro Fernandez +1
AutoML services provide a way for non-expert users to benefit from high-quality ML models without worrying about model design and deployment, in exchange for a charge per hour ($21…
Comprehensive and Comprehensible Data Catalogs: The What, Who, Where, When, Why, and How of Metadata Management
Pranav Subramaniam, Yintong Ma, Chi Li +2
Data management tasks require access to metadata, which is increasingly tracked by databases called data catalogs. Current catalogs are too dependent on users' understanding of dat…
Data Market Platforms: Trading Data Assets to Solve Data Problems
Raul Castro Fernandez, Pranav Subramaniam, Michael J. Franklin
Data only generates value for a few organizations with expertise and resources to make data shareable, discoverable, and easy to integrate. Sharing data that is easy to discover an…