INFRAESTRUCTURA PARA MACHINE LEARNING USANDO KUBERNETES Y KUBEFLOW

Charla de Cristian Márquez Russo
Avarcará temas y software, tales como:
⁃ Intro - Who am I
⁃ Vibrant Planet Info
⁃ CLOUD & Kubernetes RECAP
⁃ Advanced Kubernetes
⁃ CRD
⁃ Kubernetes Operators
⁃ DevOps - GitOps
⁃ ArgoCD
⁃ Tools
⁃ Terraform
⁃ Ansible
⁃ OpenLens
⁃ Helm
⁃ HeadLamp
⁃ Grafana
⁃ Loki
⁃ Prometheus
⁃ Kubecost
⁃ VSCode
⁃ Challenges
⁃ Scaling Up and Down
⁃ Cluster Autoscaler
⁃ Pod Autoscaler
⁃ DeployKF (1hr)
⁃ Migration history
⁃ Features, how does it work
⁃ ArgoCD - Apps of Apps
⁃ Race conditions - Sync Script
Other Services:
⁃ FastAPI
⁃ STAC
⁃ GIS