Data Fabric and Data Mesh Approaches with AI: A Guide to AI-based Data Cataloging, Governance, Integration, Orchestration, and Consumption

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

E. Hechler et al.Data Fabric and Data Mesh Approaches with AIhttps://doi.org/10.1007/978-1-4842-9253-2_17

17. Data Fabric and Data Mesh Research Areas

Eberhard Hechler¹  , Maryela Weihrauch² and Yan (Catherine) Wu³

(1)

Sindelfingen, Germany

(2)

Charlotte, NC, USA

(3)

San Jose, CA, USA

 

Imagine a hyper-automated Data Fabric or Data Mesh that is self-acting, self-improving, and self-optimizing, meaning that it can operationalize intelligence and AI insight in real time without human intervention or significantly reducing human-driven data and AI management tasks. Such a modern Data Fabric architecture or Data Mesh solution is not only infused with AI to gain more ...