Skip to content
/ nos Public
forked from nebuly-ai/nos

Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest!

License

Notifications You must be signed in to change notification settings

dialohq/nos

 
 

Repository files navigation

Nebuly Operating System (nos)


Documentation: docs.nebuly.com/nos/overview

If you like the project please support it by leaving a star ✨


nos is the open-source module to efficiently run AI workloads on Kubernetes, increasing GPU utilization, cutting down infrastructure costs and improving workloads performance.

Currently, the available features are:

  • Dynamic GPU partitioning: allow to schedule Pods requesting fractions of GPU. GPU partitioning is performed automatically in real-time based on the Pods pending and running in the cluster, so that Pods can request only the resources that are strictly necessary and GPUs are always fully utilized.

  • Elastic Resource Quota management: increase the number of Pods running on the cluster by allowing namespaces to borrow quotas of reserved resources from other namespaces as long as they are not using them.

Getting started

Prerequisites

Installation

You can install nos using Helm 3 (recommended). You can find all the available configuration values in the Chart documentation.

helm install oci://ghcr.io/nebuly-ai/helm-charts/nos \
  --version 0.1.2 \
  --namespace nebuly-nos \
  --generate-name \
  --create-namespace

Alternatively, you can use Kustomize by cloning the repository and running make deploy.


Join the community | Contribute

About

Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest!

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Go 95.5%
  • Makefile 1.8%
  • Smarty 1.5%
  • Other 1.2%