51 citations · 51 across the 1 of their papers we have counts for
5 papers · 1 filter
Database-Agnostic Workload Management
Shrainik Jain, Jiaqi Yan, Thierry Cruane +1
We present a system to support generalized SQL workload analysis and management for multi-tenant and multi-database platforms. Workload analysis applications are becoming more soph…
Privacy-Preserving Synthetic Datasets Over Weakly Constrained Domains
Luke Rodriguez, Bill Howe
Techniques to deliver privacy-preserving synthetic datasets take a sensitive dataset as input and produce a similar dataset as output while maintaining differential privacy. These…
MobilityMirror: Bias-Adjusted Transportation Datasets
Luke Rodriguez, Babak Salimi, Haoyue Ping +2
We describe customized synthetic datasets for publishing mobility data. Private companies are providing new transportation modalities, and their data is of high value for integrati…
A Nutritional Label for Rankings
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh +3
Algorithmic decisions often result in scoring and ranking individuals to determine credit worthiness, qualifications for college admissions and employment, and compatibility as dat…
Query2Vec: An Evaluation of NLP Techniques for Generalized Workload Analytics
Shrainik Jain, Bill Howe, Jiaqi Yan +1
We consider methods for learning vector representations of SQL queries to support generalized workload analytics tasks, including workload summarization for index selection and pre…