학술논문

Ver: View Discovery in the Wild
Document Type
Conference
Source
2023 IEEE 39th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2023 IEEE 39th International Conference on. :503-516 Apr, 2023
Subject
Computing and Processing
Navigation
Semantics
Search problems
Data engineering
Language
ISSN
2375-026X
Abstract
We present Ver 1 , a data discovery system that identifies project-join views over large repositories of tables that do not contain join path information, and even when input queries are inaccurate. Ver implements a reference architecture to solve both the technical (scale and search) and human (semantic ambiguity, navigating a large number of results) problems of view discovery. We demonstrate users find the view they want when using Ver with a user study and we demonstrate its performance with large-scale end-to-end experiments on real-world datasets containing tens of millions of join paths.