Swiss Army Kube for Kubeflow vs Tilt
Overview
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Enterprise Container Platform for High-Velocity Innovation.
Detailed Comparison
Tilt makes it possible to develop all your microservices locally in Kubernetes while collaborating with your team. | 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. |
| - | 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 - | GitHub Stars 65 |
GitHub Forks - | GitHub Forks 24 |
Stacks 29 | Stacks 1 |
Followers 64 | Followers 1 |
Votes 0 | Votes 0 |
Integrations | |
| No integrations available | |
What are some alternatives to Tilt, 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.
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.
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.
Codefresh
Automate and parallelize testing. Codefresh allows teams to spin up on-demand compositions to run unit and integration tests as part of the continuous integration process. Jenkins integration allows more complex pipelines.
CAST.AI
It is an AI-driven cloud optimization platform for Kubernetes. Instantly cut your cloud bill, prevent downtime, and 10X the power of DevOps.
k3s
Certified Kubernetes distribution designed for production workloads in unattended, resource-constrained, remote locations or inside IoT appliances. Supports something as small as a Raspberry Pi or as large as an AWS a1.4xlarge 32GiB server.
Flocker
Flocker is a data volume manager and multi-host Docker cluster management tool. With it you can control your data using the same tools you use for your stateless applications. This means that you can run your databases, queues and key-value stores in Docker and move them around as easily as the rest of your app.
