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05/15/2023
Causal Data Integration
Causal inference is fundamental to empirical scientific discoveries in n...
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12/29/2022
Transactions Make Debugging Easy
We propose TROD, a novel transaction-oriented framework for debugging mo...
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10/06/2022
On Explaining Confounding Bias
When analyzing large datasets, analysts are often interested in the expl...
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08/27/2022
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework
Developers are increasingly using function-as-a-service (FaaS) platforms...
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03/26/2021
SkyQuery: An Aerial Drone Video Sensing Platform
Video-based sensing from aerial drones, especially small multirotor dron...
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03/24/2021
TagMe: GPS-Assisted Automatic Object Annotation in Videos
Training high-accuracy object detection models requires large and divers...
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03/02/2021
Technical Report on Data Integration and Preparation
AI application developers typically begin with a dataset of interest and...
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07/21/2020
DBOS: A Proposal for a Data-Centric Operating System
Current operating systems are complex systems that were designed before ...
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04/28/2020
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data
Large, human-annotated datasets are central to the development of natura...
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03/16/2020
Duoquest: A Dual-Specification System for Expressive SQL Queries
Querying a relational database is difficult because it requires users to...
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12/18/2018
Demonstration of a Multiresolution Schema Mapping System
Enterprise databases usually contain large and complex schemas. Authorin...
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06/11/2018
Physical Representation-based Predicate Optimization for a Visual Analytics Database
Querying the content of images, video, and other non-textual data source...
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03/02/2018
CLX: Towards a scalable and comprehensible design of PBE data transformations
Effective data analytics on data collected from the real world usually b...
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03/02/2018