Perspective: Multi-Objective MLOps Pipelines-Balancing Cost and Accuracy
Abstract
We advocate for Pareto-front-aware orchestration of model pipelines balancing accuracy, latency, and infrastructure cost.
Cite this article
Das, M. & Zhang, H. (2022). Perspective: Multi-Objective MLOps Pipelines-Balancing Cost and Accuracy. Research Explorations in Global Knowledge & Technology (REGKT), 1 (11). Retrieved from https://regkt.com/article.php?id=658&slug=perspective-multiobjective-mlops-pipelines-cost-accuracy