Name
Orchestrating applications and ML models together
Date & Time
Wednesday, December 13, 2023, 11:00 AM - 11:30 AM
Description
Containers and Orchestrators have become de facto components in today's modern architectures. As organizations develop and release machine learning workloads, it is ideal to leverage the knowledge and infrastructure already in place, to provide both development as well as machine learning teams with consistent release capabilities and an accelerated development lifecycle. In this talk I will walk through the work I performed as consultant with one of my clients, where we used Kubernetes and ACK, together with ArgoCD and GitHub Actions to do strict GitOps deployment of SageMaker resources in AWS, following a consistent build and release pattern for all other containerized artifacts.
Speakers