The deployment process is the same for both T550 and T640:
- Install the PowerEdge server and OS with a link to Server's user guide.
- Install a local Jenkins instance on the server itself or a Jenkins agent that connects to a remote Jenkins instance.
- Configure a working Kubernetes cluster: single-node K3s set up on the server.
- Clone the repo with the reference architecture.
- Deploy shared service charts to run additional components (Airflow, MySQL, Elasticsearch, Grafana) on top of Kubernetes using the scripts from the repo.
- Generate historical data used for training the AI models using a generation pipeline built with Airflow DAGs, and then put the historical data into the corresponding data source (MySQL, Elasticsearch).
- Build service Docker container images for the use cases (7 in total).
- Configure Ingress route/configuration for frontend-backend communication.