Giter VIP home page Giter VIP logo

srikalyan / nos Goto Github PK

View Code? Open in Web Editor NEW

This project forked from nebuly-ai/nos

0.0 1.0 0.0 8.16 MB

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!

Home Page: https://www.nebuly.com/

License: Apache License 2.0

Shell 0.18% Go 95.42% Makefile 1.86% Smarty 1.50% Dockerfile 1.04%

nos's Introduction

Nebuly Operating System (nos)


Documentation: docs.nebuly.com/nos/overview

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


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 0.1.0 \
  --namespace nebuly-nos \
  --generate-name \
  --create-namespace

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


Join the community | Contribute

nos's People

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.