Viewing profile — mchmarny

GPU Kubernetes is hard. Aligning kernels, drivers, container runtimes, operators, and Kubernetes versions is a version compatibility minefield. A single misconfigured component can…

Keeping a GPU cluster healthy at scale isn't just a "nice to have"—it’s the difference between seamless training and a nightmare of idle nodes. That’s why we built NVSentinel, our …

If you have an option to containerize the app, Jib may be what you are looking for. Plugs into Maven, and the same source/content always generates the same image - https://github.c…

The amount of dependancies, build environment setup steps, across all of the components, and sheer complexity of putting the entire stack together from scratch, would exclude a sub…

“But each layer here adds an element of required trust”, how often we simply glance over that and assume. In the same time, building everything from source is also neither reasonab…

Based on the write up it seems that the author could benefit from the fully managed version of Cloud Run on GCP ( https://cloud.run ). No cluster to manage would help with maintena…

Every couple of months I search for a better news reader… cycle through Flipper, Feedly, NewsBlur, & 4-8 others… once more acknowledge how good Google Reader really was, and go bac…

It’s exciting to see ecosystem build commercial products using Knative ( https://github.com/knative ). The developers on those platforms benefit from increased portability. Congrat…

I wrote a little post to explain why Knative is important from the developer perspective https://medium.com/@mchmarny/build-deploy-manage-modern-serv...

this could be interesting, especially if from the trenches, supported by real-life scars (experiences)