January 23, 2021 | infrastructure
Creating a Raspberry PI Cluster (1 Raspberry Pi & 4 Pi Zeros) with Cluster Hat
A couple of years ago, I decided to buy a Raspberry PI cluster with Clusterhat. In all that time however, I never too the time to configure it correctly to make it able to run Kubernetes. So now I decided to invest some time and get some learnings back from it!
January 5, 2021 | ai ai-ml ai-rl
Implementing Deepmind's MuZero Algorithm with Python
Deepmind has achieved a huge milestone by publishing its latest paper around Reinforcement Learning in Nature - 23/DEC/2020. How they were able to train a Reinforcement Learning algorithm that masters Go, Chess, Shogi and Atari without needing to be told the rules.
January 5, 2021 | coding python
Running CUDA on Windows Subsystem for Linux (WSL)
Running CUDA on the Windows Subsystem for Linux (WSL) is not a trivial task seeing that it requires the GPU to be available on a Virtual Machine. In this article I go in more detail how you can get your GPU working in WSL through something NVIDIA calls "Paravirtualization"
October 21, 2020 | ai ai-ml
Auto scaling a HTTP triggered application in Kubernetes using Keda
Kubernetes is getting more popular everyday and it's no wonder why! When you are running applications on-premise or in-cloud, the possibility of having the applications in a portable way is a strong one! Removing the friction for scaling-out your application when you are ready for it, or even bursting scenarios.
October 20, 2020 | ai ai-ml
Creating a simple "Hello World" docker application with Express and NodeJS
For a lot of infrastructure related blog posts I would like to utilize a very basic application that spins up a web server and allows us to access it. Once we access it we simple see a welcome message but with a delay that we can configure!
September 20, 2020 | ai ai-ml
Monitoring the Kubernetes Nginx Ingress Controller with Prometheus and Grafana
In a previous article I explained how we can set-up an Nginx Kubernetes Ingress Controller, but how can we now monitor this? This is what I would like to tackle in this article, on how we are able to utilize Prometheus and Grafana to start visualizing what is happening on our Ingress Controller.
September 20, 2020 | ai ai-ml
Creating a Kubernetes Nginx Ingress Controller and create a rule to a sample application
Whenever you are creating an application that you want to expose to the outside world, it's always smart to control the flow towards the application behind it. That's why Kubernetes has something called Kubernetes Ingress. But what is it?
