Tecton: A Fully Managed Feature Store for Real-time ML, Mike Sculley, Paul O'Rourke, Greg Demitriades, Josh Lee, Nick Frosst, Jeremy Hylton, Mike S. Kim, Sam Charrington, Ben Van Durme, Kevin Jue, Matt Glickman, 2020Proceedings of the VLDB Endowment, Vol. 13 (VLDB Endowment)DOI: 10.14778/3407790.3407817 - Describes the architecture and advantages of a managed, integrated feature store, emphasizing consistency and operational ease.
Feast Documentation: Architecture Overview, Feast Project Maintainers, 2025 (Feast Project) - Explains how Feast acts as an orchestration layer for independently chosen components, illustrating a decoupled feature store architecture.
MLOps: A Taxonomy and Survey, Mohamed Ibrahim and Maedeh Saeedi, 2022Future Generation Computer Systems, Vol. 136 (Elsevier)DOI: 10.1016/j.future.2022.06.012 - Provides a review of MLOps architectural patterns and challenges, including data infrastructure and system integration considerations.