Automated detection of the data product consumers in data mesh
Loading...
Date
2023
Authors
Advisor
Journal Title
Journal ISSN
Volume Title
Publisher
КПІ ім. Ігоря Сікорського
Abstract
Data product became one of the core principles based on which Data Mesh architecture is defined. Being a main and recommended unit for collaboration between domains in a mesh, data product plays the role of communication contract between the components. Distributed nature and high scale of Data Mesh might lead to significant and uncontrolled growth of data product usage by various consumers. This article analyzes existing approaches and tools for detecting data product consumers in Data Mesh and proposes alternative automated approach. Component diagram and execution algorithm are designed as part of the research and presented in the article.
Description
Keywords
Artificial Intelligence, Data Mesh, data product, data lineage, метадані, розподілені системи сіток даних, продукт даних
Citation
Vlasiuk, Y. Automated detection of the data product consumers in data mesh / Y. Vlasiuk, V. Onyshchenko // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2023. – № 2 (43). – С. 113-123. – Бібліогр.: 7 назв.