21 citations · 117 across the 32 of their papers we have counts for
34 papers
NOMAD -- Navigating Optimal Model Application to Datastreams
Ashwin Gerard Colaco, Sharad Mehrotra, Michael J De Lucia +5
NOMAD (Navigating Optimal Model Application for Datastreams) is an intelligent framework for data enrichment during ingestion that optimizes realtime multiclass classification by d…
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration
Jiajie Fu, Haitong Tang, Arijit Khan +3
Entity Resolution (ER) is a fundamental data quality improvement task that identifies and links records referring to the same real-world entity. Traditional ER approaches often rel…
ProBE: Proportioning Privacy Budget for Complex Exploratory Decision Support
Nada Lahjouji, Sameera Ghayyur, Xi He +1
This paper studies privacy in the context of complex decision support queries composed of multiple conditions on different aggregate statistics combined using disjunction and conju…
Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume-Hiding Algorithm
Shanshan Han, Vishal Chakraborty, Michael Goodrich +2
This paper addresses volume leakage (i.e., leakage of the number of records in the answer set) when processing keyword queries in encrypted key-value (KV) datasets. Volume leakage,…
Data-CASE: Grounding Data Regulations for Compliant Data Processing Systems
Vishal Chakraborty, Stacy Ann-Elvy, Sharad Mehrotra +5
Data regulations, such as GDPR, are increasingly being adopted globally to protect against unsafe data management practices. Such regulations are, often ambiguous (with multiple va…
TransEdge: Supporting Efficient Read Queries Across Untrusted Edge Nodes
Abhishek A. Singh, Aasim Khan, Sharad Mehrotra +1
We propose Transactional Edge (TransEdge), a distributed transaction processing system for untrusted environments such as edge computing systems. What distinguishes TransEdge is it…