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05/05/2023
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow
Pooling and sharing data increases and distributes its value. But since ...
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10/05/2021
Version Reconciliation for Collaborative Databases
We propose MindPalace, a prototype of a versioned database for efficient...
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02/23/2021
CIAO: An Optimization Framework for Client-Assisted Data Loading
Data loading has been one of the most common performance bottlenecks for...
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04/08/2020
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints
Today, data analysts largely rely on intuition to determine whether miss...
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02/07/2020
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
As neural networks are increasingly employed in machine learning practic...
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03/04/2019
Opportunistic View Materialization with Deep Reinforcement Learning
Carefully selected materialized views can greatly improve the performanc...
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12/18/2018