By
Elena
ElenaSwiss Army Kube for Kubeflow
What is Swiss Army Kube for Kubeflow?
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.
Swiss Army Kube for Kubeflow is a tool in the Container Registry category of a tech stack.
Key Features
Provision an AWS EKS cluster with Kubeflow inside in minutesUse existing project structure to set up your ML cluster configurationConfigure your deployment with a single .tf fileDeploy with a couple of Terraform commandsAdd any resources to your cluster before or after deploymentDeliver your projects and apps with GitOps CI/CD automationEasily edit, reconfigure, rerun, add or destroy resourcesManage your cluster with Terraform and Kubernetes CLI or ArgoCD CLI/UIReplicate your cluster configuration with a couple of clicksConfigure and deploy as many ML clusters as you need fastScale deployments by adding new resources as modulesAvoid allocating additional engineers for Kubeflow cluster deployments
Swiss Army Kube for Kubeflow Pros & Cons
Pros of Swiss Army Kube for Kubeflow
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Cons of Swiss Army Kube for Kubeflow
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Swiss Army Kube for Kubeflow Alternatives & Comparisons
What are some alternatives to 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.
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.
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.
