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cs.DB2023
Quantifying Uncertainty in Aggregate Queries over Integrated Datasets
Deniz Turkcapar, Sanjay Krishnan
Data integration is a notoriously difficult and heuristic-driven process, especially when ground-truth data are not readily available. This paper presents a measure of uncertainty…
cs.DB2023
EdgeServe: A Streaming System for Decentralized Model Serving
Ted Shaowang, Sanjay Krishnan
The relevant features for a machine learning task may arrive as one or more continuous streams of data. Serving machine learning models over streams of data creates a number of int…