Post Overview

  • Attaching Kubernetes clusters with NVIDIA V100 GPUs to Azure Machine Learning Service

    Azure Machine Learning Service allows you to easily deploy compute for training and inference via a machine learning workspace. Although one of the compute types is Kubernetes, the workspace is a bit picky about the node VM sizes. I wanted to use two Standard_NC6s_v3 instances with NVIDIA Tesla V100 GPUs but that was not allowed.… Read more

  • Deploying Azure Cognitive Services Containers with IoT Edge

    Introduction Azure Cognitive Services is a collection of APIs that make your applications smarter. Some of those APIs are listed below: Vision: image classification, face detection (including emotions), OCR Language: text analytics (e.g. key phrase or sentiment analysis), language detection and translation To use one of the APIs you need to provision it in an… Read more

  • Deploying Azure resources using webhookd

    In the previous blog post, I discussed adding SSL to webhookd. In this post, I will briefly show how to use this solution to deploy Azure resources. To run webhookd, I deployed a small Standard_B1s machine (1GB RAM, 1 vCPU) with a system assigned managed identity. After deployment, information about the managed identity is available… Read more

  • Using certmagic to add SSL to webhookd

    Using certmagic to add SSL to webhookd

    A while ago, I stumbled upon https://github.com/ncarlier/webhookd. It is a simple webhook server, written in Go, that can execute shell scripts. To use it, simply install it on a Linux box and execute it. By default, the executable looks at the ./scripts folder and maps each shell script to a URL you can call. It… Read more

  • Draft: a simpler way to deploy to Kubernetes during development

    If you work with containers and work with Kubernetes, Draft makes it easier to deploy your code while you are in the earlier development stages. You use Draft while you are working on your code but before you commit it to version control. The idea is simple: You have some code written in something like… Read more

  • Adaptable IoT

    On May 24, 2017 I gave a short partner session at Techorama, a technology event in Belgium for both developers and IT Pros. You can find the slides on SlideShare: Adaptable IoT from Geert Baeke Since it was a short session and a short slide deck, this post provides a bit more background information. First,… Read more