aws-virtual-gpu-device-plugin VS booster

This project (available here) uses the k8s device plugin described by this AWS blog post to make GPU-based nodes publish the amount of GPU resource they have available. Instead of the amount of VRAM available or some abstract metric, this plugin advertises the amount of pods/processes that can be connected to the GPU. This is controlled by what is called by NVIDIA as Multi-Process Service (MPS).

AWS has apparently already started using this type of tech as of this year (see lost below). They mention virtual gpus but this particular solution probably won't help OP unfortunately. https://aws.amazon.com/blogs/opensource/virtual-gpu-device-plugin-for-inference-workload-in-kubernetes/

The post explores GPU device plugin to address how to set fractional number of GPU resource for each pod by implementing the Kubernetes device plugin and Nvidia MPS. This project has been open sourced on GitHub.

⚠️The abstractions proposed in this paper will be soon implemented in booster, the algorithms proposed are proven correct in this repository. A solution to a real world problem with these abstractions will be soon shared.

The Booster version 0.24.0 is capable of creating Multi Provider Rockets. Multi-provider Rockets could include implementations for different vendors in the same npm package.

Once again the standards to the rescue. Even if we were using JWT, Booster was tightly coupled to Cognito to verify the token and get the information associated with it. We decided to extract that part and use a standard token verification inside the Booster core, which works with the JWT tokens, no matter which provider you are using.

To summarize, by writing highly semantic code and letting the machine do the heavy lifting, Booster allows you to build fully functioning real-time APIs in a breeze, making everything else work out of the box, and saving a ton of time that you can use to add new use cases, write better tests, or manage elusive corner cases.

I encourage you all to try out Booster and modeling your systems around events. Learn more by visiting Booster's website, GitHub repo, or join the conversation on the Booster Discord server!

booster Booster is a high-level framework for TypeScript to build Serverless applications with built-in business-logic-level abstractions. Booster is highly opinionated and still under heavy development so be aware of that as you explore this project. I had a look a the documentation, and it is very detailed and comprehensive. This could be a project to watch.