aws-ami-gpu-monitoring
This project contains the code necessary to build an AWS AMI with monitoring capabilities of GPU usage (among other metrics) using CloudWatch. (by DanielKneipp)
aws-eks-share-gpu
How to share the same GPU between pods on AWS EKS (by DanielKneipp)
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| aws-ami-gpu-monitoring | aws-eks-share-gpu | |
|---|---|---|
| 1 | 1 | |
| 3 | 8 | |
| - | - | |
| 3.2 | 0.0 | |
| over 2 years ago | over 1 year ago | |
| HCL | HCL | |
| MIT License | - |
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.
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.
aws-ami-gpu-monitoring
Posts with mentions or reviews of aws-ami-gpu-monitoring.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-04.
-
Share a GPU between pods on AWS EKS
From that repo, the only thing changed is the base AMI, which in this case an AMI tailored for accelerated hardware on EKS was used. The list of compatible AMIs for EKS can be obtained in this link updated regularly by AWS. Also, the AMI from AWS comes with SSM agent in it, so no need to change anything regarding that.
aws-eks-share-gpu
Posts with mentions or reviews of aws-eks-share-gpu.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-04.
-
Share a GPU between pods on AWS EKS
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).
What are some alternatives?
When comparing aws-ami-gpu-monitoring and aws-eks-share-gpu you can also consider the following projects:
k8s-device-plugin - NVIDIA device plugin for Kubernetes
aws-virtual-gpu-device-plugin - AWS virtual gpu device plugin provides capability to use smaller virtual gpus for your machine learning inference workloads
asdf-tflint - An asdf plugin for installing terraform-linters/tflint.
k2tf - Kubernetes YAML to Terraform HCL converter
containers-roadmap - This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).
terraform-provider-kubernetes - Terraform Kubernetes provider
asdf-hashicorp - HashiCorp plugin for the asdf version manager
aws-ami-gpu-monitoring vs k8s-device-plugin
aws-eks-share-gpu vs aws-virtual-gpu-device-plugin
aws-ami-gpu-monitoring vs asdf-tflint
aws-eks-share-gpu vs k8s-device-plugin
aws-ami-gpu-monitoring vs k2tf
aws-eks-share-gpu vs containers-roadmap
aws-ami-gpu-monitoring vs containers-roadmap
aws-eks-share-gpu vs terraform-provider-kubernetes
aws-ami-gpu-monitoring vs aws-virtual-gpu-device-plugin
aws-eks-share-gpu vs k2tf
aws-ami-gpu-monitoring vs terraform-provider-kubernetes
aws-eks-share-gpu vs asdf-hashicorp