Valentine in action

نویسندگان

چکیده

Capturing relationships among heterogeneous datasets in large data lakes - traditionally termed schema matching is one of the most challenging problems that corporations and institutions face nowadays. Discovering integrating heavily relies on effectiveness methods use. However, despite wealth research, evaluation still a daunting task: there lack openly-available with ground truth, reference method implementations, comprehensible GUIs would facilitate development both novel state-of-the-art techniques discovery methods. Our recently proposed Valentine first system to offer an open-source experiment suite organize, execute orchestrate large-scale experiments. In this demonstration we present its functionalities enhancements: i) scalable system, user-centric GUI, enables fabrication scenarios tailored scope tabular dataset discovery, ii) holistic can receive from sources provide similarity scores their columns, order modern procedures lakes, such as discovery.

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ژورنال

عنوان ژورنال: Proceedings of the VLDB Endowment

سال: 2021

ISSN: ['2150-8097']

DOI: https://doi.org/10.14778/3476311.3476366