Abstract:
We present a Kubernetes-based, open source MLOps framework to streamline the lifecycle management of machine learning models in production environments. We compared state...Show MoreMetadata
Abstract:
We present a Kubernetes-based, open source MLOps framework to streamline the lifecycle management of machine learning models in production environments. We compared state-of-the-art MLOps tools and frameworks, demonstrating that ours meets the same features as proprietary options, such as Amazon SageMaker.
Published in: IEEE Software ( Volume: 42, Issue: 1, Jan.-Feb. 2025)