Kubernetes image distribution challenge - thoughts and tests
I studied, compared and tried some solutions (Dragonfly, Uber Kraker, kube-image-keeper,..) to understand how they addressed the above challenge. I then produced a final thought
How TorchServe could scale in a Kubernetes environment using KEDA
I almost burned a 7K Euros GPU card (NVIDIA A100 PCIe GPU) to understand how a TorchServe could meet the increasing of ondemand inference requests at scale.
Serve AI models using TorchServe in Kubernetes at scale
In a tipical MLOps pratice, among the various things, we need to serve our AI models to users exposing inference APIs.
I tried a production ready framework (TorchServe) installing it on Azure Kubernetes Service and tested its power to the maximum.
Helm hooks - real use cases
Let's see how Helm hooks work and what are the real use cases.
Docker Registry HTTP API V2 demistified once and for all.
Docker Registry HTTP API V2 demistified once and for all.
Secrets store CSI driver vs external secrets in a nutshel
Delegate secret management to an external specialized tool is a very important thing to take in mind in order to manage in a secure and professional way a fleet of cluster Kubernetes. Let's see two main solutions in the Kubernetes ecosystem: Secret Store CSI Driver and External Secrets !
How Kubernetes CSI driver works
Explanation of how CSI driver works in Kubernetes in order to be ready to troubleshoot!
Automatically pull new DigitalOcean container registry (DOCR) latest tags from Kubernetes
Automatically pull new DigitalOcean container registry (DOCR) latest tags from Kubernetes
Automatically pull new AWS ECR latest tags from AWS EKS
How to automatically pull latest tag image on Elastic Container Registry (ECR) from Elastic Kubernetes Service (EKS) on AWS and automatically restart pods.
Urunner - a Kubernetes open source project
URunner is a Kubernetes utility in order to auto restart pods on image digest change even if the tag remain the same.
