# Towards Observability for Production Machine Learning Pipelines

> Research article (Proceedings of the VLDB Endowment, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4317641499](https://www.wikidata.org/wiki/openalex:W4317641499)  
**Source**: https://4ort.xyz/entity/towards-observability-for-production-machine-learning-pipelines