RancherOS vs Swiss Army Kube for Kubeflow
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It makes it simple to run containers at scale in development, test and production. By containerizing system services and leveraging Docker for management, the operating system provides a very reliable and easy to manage containers. | It is a free open-source Terraform-based IaC tool that allows you to declaratively set up modular ML-ready AWS EKS clusters with Kubeflow, automated with GitOps. It provides a blueprint based on the best DevOps practices, which allows for one-click cluster replication, easy management, and augmenting your clusters with any resources, not limited to native tools. It helps to quickly bring ML-ready clusters to production, and scale them by adding new modules as you go. |
Lightweight; Rancher Integration; Kuberenetes Integration;Minimalist OS;Comprehensive System Services;Improved Security | Provision an AWS EKS cluster with Kubeflow inside in minutes;
Use existing project structure to set up your ML cluster configuration;
Configure your deployment with a single .tf file;
Deploy with a couple of Terraform commands;
Add any resources to your cluster before or after deployment;
Deliver your projects and apps with GitOps CI/CD automation;
Easily edit, reconfigure, rerun, add or destroy resources;
Manage your cluster with Terraform and Kubernetes CLI or ArgoCD CLI/UI;
Replicate your cluster configuration with a couple of clicks;
Configure and deploy as many ML clusters as you need fast;
Scale deployments by adding new resources as modules;
Avoid allocating additional engineers for Kubeflow cluster deployments |
Statistics | |
GitHub Stars 6.4K | GitHub Stars 65 |
GitHub Forks 654 | GitHub Forks 24 |
Stacks 104 | Stacks 1 |
Followers 158 | Followers 1 |
Votes 3 | Votes 0 |
Pros & Cons | |
Pros
| No community feedback yet |
Integrations | |
| No integrations available | |
What are some alternatives to RancherOS, Swiss Army Kube for Kubeflow?
Kubernetes
Kubernetes is an open source orchestration system for Docker containers. It handles scheduling onto nodes in a compute cluster and actively manages workloads to ensure that their state matches the users declared intentions.
Rancher
Rancher is an open source container management platform that includes full distributions of Kubernetes, Apache Mesos and Docker Swarm, and makes it simple to operate container clusters on any cloud or infrastructure platform.
Docker Compose
With Compose, you define a multi-container application in a single file, then spin your application up in a single command which does everything that needs to be done to get it running.
Ubuntu
Ubuntu is an ancient African word meaning ‘humanity to others’. It also means ‘I am what I am because of who we all are’. The Ubuntu operating system brings the spirit of Ubuntu to the world of computers.
Docker Swarm
Swarm serves the standard Docker API, so any tool which already communicates with a Docker daemon can use Swarm to transparently scale to multiple hosts: Dokku, Compose, Krane, Deis, DockerUI, Shipyard, Drone, Jenkins... and, of course, the Docker client itself.
Tutum
Tutum lets developers easily manage and run lightweight, portable, self-sufficient containers from any application. AWS-like control, Heroku-like ease. The same container that a developer builds and tests on a laptop can run at scale in Tutum.
Debian
Debian systems currently use the Linux kernel or the FreeBSD kernel. Linux is a piece of software started by Linus Torvalds and supported by thousands of programmers worldwide. FreeBSD is an operating system including a kernel and other software.
Portainer
It is a universal container management tool. It works with Kubernetes, Docker, Docker Swarm and Azure ACI. It allows you to manage containers without needing to know platform-specific code.
Arch Linux
A lightweight and flexible Linux distribution that tries to Keep It Simple.
Fedora
Fedora is a Linux-based operating system that provides users with access to the latest free and open source software, in a stable, secure and easy to manage form. Fedora is the largest of many free software creations of the Fedora Project. Because of its predominance, the word "Fedora" is often used interchangeably to mean both the Fedora Project and the Fedora operating system.
