Review: Feature Stores�Operational Patterns for Real-Time ML

review
Received: Sep 10, 2025
Published: Oct 1, 2025
Authors: Milan Novak ✉ Iris Klein

Abstract

We review design patterns for feature stores including online/offline parity, TTL hygiene, and backfills. We benchmark latency and staleness across four OSS and two managed offerings.

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Cite this article

Novak, M. & Klein, I. (2025). Review: Feature Stores�Operational Patterns for Real-Time ML. Research Explorations in Global Knowledge & Technology (REGKT), 3 (6). Retrieved from https://regkt.com/article.php?id=123&slug=review-feature-stores-operational-patterns-for-real-time-ml

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