julia-distributed-computing vs k8s-device-plugin

julia-distributed-computing

The ultimate guide to distributed computing in Julia (by Arpeggeo)

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k8s-device-plugin

Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster (by ROCm)

Kubernetes kubernetes-device-plugins K8s Rocm

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julia-distributed-computing		k8s-device-plugin
	Project
2	Mentions	3
129	Stars	228
1.6%	Growth	3.9%
5.9	Activity	6.7
5 months ago	Latest Commit	14 days ago
Julia	Language	Go
-	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

julia-distributed-computing

Posts with mentions or reviews of julia-distributed-computing. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-12.

IA et Calcul scientifique dans Kubernetes avec le langage Julia, K8sClusterManagers.jl
11 projects | dev.to | 12 Mar 2022

GitHub - juliohm/julia-distributed-computing: The ultimate guide to distributed computing in Julia
How to set up / use a Kubernetes-cluster for distributed-computing?
3 projects | /r/Julia | 15 Feb 2022

However, I don't really find documentation on how to do that! I read the README in this repository, which suggests to use SLURM, PBS or LSF as a job scheduler. Also, there's K8sClusterManager.jl, which seems like it could do what I wanted - I'm just surprised, that it is such a small project! I expected distributed computing via Kubernetes to be a big topic in Julia, yet I can't seem to find good documentation on how to actually set this up.

k8s-device-plugin

Posts with mentions or reviews of k8s-device-plugin. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-01.

AMD iGPU for Plex and other containers
1 project | /r/truenas | 13 Jan 2023

This is the link: https://github.com/RadeonOpenCompute/k8s-device-plugin
Understanding Kubernetes Limits and Requests
9 projects | dev.to | 1 Dec 2022

This framework allows the use of external devices (e.g., NVIDIA GPUs, AMD GPUS, SR-IOV NICs) without modifying core Kubernetes components.
IA et Calcul scientifique dans Kubernetes avec le langage Julia, K8sClusterManagers.jl
11 projects | dev.to | 12 Mar 2022

GitHub - RadeonOpenCompute/k8s-device-plugin: Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster

What are some alternatives?

When comparing julia-distributed-computing and k8s-device-plugin you can also consider the following projects:

AMDGPU.jl - AMD GPU (ROCm) programming in Julia

klipper-lb - Embedded service load balancer in Klipper

Kuber.jl - Julia Kubernetes Client

scope - Monitoring, visualisation & management for Docker & Kubernetes

IJulia.jl - Julia kernel for Jupyter

NeuralPDE.jl - Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation