First look at Azure Dev Spaces – Collaborate in shared AKS cluster

With Azure Dev Spaces, you can build and debug microservices in Kubernetes cluster without installing entire system in your local desktop.
In this post I introduce Azure Dev Spaces using command line, and see how it works.


Run Your FPGA Accelerated Inference (the basis of “Project Brainwave”)

Project Brainwave provides hardware accelerated machine learning with FPGA.
In Github tutorial, there are several useful helper classes and functions (with python) which encapsulate boilerplate code to achieve provisioning steps. In this post I show you the same steps without these helpers. With these steps I hope it helps you to understand new FPGA-enabled services and how it’s working.

Create a Spark Cluster and Run ML Job – Azure AZTK

By using aztk, you can easily deploy and drop your Spark cluster in the cloud (Azure) and you can take agility for parallel programming (for ex, starting with low-capacity VMs, performance testing with large size or GPU accelerated, etc) with massive cloud computing power.
Here I show you our machine learning tutorials (PySpark and MLlib) with aztk.