In my previous post I explained how you can get started with Container Apps. The one missing piece of that puzzle is how you can utilize a queue behind to dynamically scale your workload based on items in a queue! This has been one my most difficult blog items so...
Recently I've been working a lot with different AI Models for a variety of use cases, ranging from simple object classification to massive crowd counting models. While working with these models, I saw that it is always difficult to implement a model in custom code since the Architecture is never...
For a new project I am working on, I am utilizing a Queuing architecture where jobs come in and a cluster of containers is processing work on this queue. Each job takes an item from a queue, runs the item through its AI pipeline and spits out a JSON response....
For a use case I wanted to utilize the Nvidia Jetson for edge inference. One of the bottlenecks here was that my software required a Python version that is greater than 3.6. When looking at the Nvidia Jetson packages for PyTorch it was seen that this was only created...
The reworked Dapr Javascript SDK has been released a couple of weeks ago! Together with a brand new and easier to use SDK, we have been thinking in the community of reworking the documentation to simplify the examples, more specifically the Actors examples. After some brainstorming together, we decided to...
I have been a user of Vercel for a long time, but recently I wanted more control over the deployment process of my blog! Which is why I decided to move everything to Azure for this, seeing that they have a new Static Site hosting option which is simply AMAZING...
Did you find yourself ever having to set-up your development environment all the time? Well I did as well! What if I could tell you, you could save many minutes each day by automating this? Enter the world of Windows Terminal and WSL! 😎 Requirements WSL Environment For this post we...
So you are working on a production scale and suddenly notice that you don't have to provision just 1, not 10 but 1000s of devices. What do you do? This is where you start automating stuff, rather than doing everything manually, you ideally: 1. Create an image 2. Flash an...
Once you get further in the world of the Internet of Things (IoT) you will notice that you have to setup devices in bulk rather than device-per-device. This is where Azure helps you through a service named Device Provisioning Service. Requirements * Azure IoT Hub (Standard Tier or higher) * A device...
