Articles by Seth Miller

Wrench to Scuplture
May 19

Kubernetes: Extending Tools To Build New Things

On the Operations Team here at AerisWeather, we use Kubernetes to orchestrate our containerized applications and previously wrote about how much we love using it. Kubernetes and it’s CLI tool, kubectl, help deploy applications to our production environment in a consistent and reproducible manner. We can update high throughput applications in place with rolling updates, view cluster-wide metrics, and see what’s running where. Component integration in a large microservice application can be daunting, but we are able deploy our application with the help of Kubernetes. Emphasis on the “help”. We found ourselves not only integrating parts of our application together, but also parts of our DevOps...

December 10

Kubernetes – Scaling in 2D

We deal with large data at Aeris Weather. Multiple weather metrics, every few square kilometers, updated every few hours covering several weeks, across the whole globe… oh my. And that is just forecast data. A continuous stream of observations, storm cells, fires and other data in addition to forecasts presents our engineering team with a variety of challenging scaling problems. As we take a deep breath to think about how much data that is, that is just the ingestion side. Much like you as you exhale once again, our applications need to output the data back out in meaningful ways to our...