cortex
Production infrastructure for machine learning at scale (by cortexlabs)
kruise
Automated management of large-scale applications on Kubernetes (incubating project under CNCF) (by openkruise)
| cortex | kruise | |
|---|---|---|
| 33 | 2 | |
| 7,990 | 4,370 | |
| 0.1% | 0.8% | |
| 2.2 | 8.9 | |
| 11 months ago | 5 days ago | |
| Go | Go | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
cortex
Posts with mentions or reviews of cortex.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-10.
- Ask HN: Are there any reliable benchmarks for Machine Learning Model Serving?
-
Local text generation (InferKit alternative)
I found GPT-2 with PyTorch, Cortex, and Transformers.
-
Why ML should be written as pipelines from the get-go
Technologies: Flask/FastAPI, Kubernetes, Docker, Cortex, Seldon
-
[P] I made tinymodels.io to deploy models quickly, feel free to use for your prototypes and web demos
oh I see - that's neat. I think cortex.dev had some support for that sort of thing. It is? was? a wrapper to manage an EKS cluster for you and it could do things like hot swap what's in ram, autoscale, or use spot instances to save costs.
- Containers as a service on AWS
- Containers as a Service on AWS
-
How would you go about deploying transformer based model?
I use cortex.dev for deploying my models. I have successfully deployed finetuned T5s, which seems similar to your usecase.
-
Microservice on ECS having burst load issue
Arghs, my bad, yeah, doesn't seem to be available yet. But maybe Cortex might help: https://github.com/cortexlabs/cortex
- Self-hosted AWS Lambda alternative
kruise
Posts with mentions or reviews of kruise.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-15.
-
Top 200 Kubernetes Tools for DevOps Engineer Like You
kops - Production Grade K8s Installation, Upgrades, and Management silver-surfer - Check ApiVersion compatibility and provide Migration path for Kubernetes objects when upgrading Kubernetes to latest versions Kube-ops-view - Kubernetes Operational View - read-only system dashboard for multiple K8s clusters kubeprompt - Kubernetes prompt info Metalk8s - An opinionated Kubernetes distribution with a focus on long-term on-prem deployments kind - Kubernetes IN Docker - local clusters for testing Kubernetes Clusterman - Cluster Autoscaler for Kubernetes and Mesos Cert-manager - Automatically provision and manage TLS certificates Goldilocks - Get your resource requests "Just Right" katafygio - Dump, or continuously backup Kubernetes objets as yaml files in git Rancher - Complete container management platform Sealed Secrets - A Kubernetes controller and tool for one-way encrypted Secrets OpenKruise/Kruise - Automate application workloads management on Kubernetes https://openkruise.io kubectl snapshot - Take Cluster Snapshots kapp - simple deployment tool focused on the concept of "Kubernetes application" — a set of resources with the same label https://get-kapp.io keda - Event-driven autoscaler for Kubernetes Octant - To better understand the complexity of Kubernetes clusters Portainer - Portainer inside a Kubernetes environment Gardener - Deliver fully-managed clusters at scale everywhere with your own Kubernetes-as-a-Service Kubed - Kubernetes Cluster Operator Daemon Kubestack - Kubestack is the free and open-source GitOps framework to codify your custom platform stack using Terraform.
-
Gopher Gold #20 - Wed Nov 18 2020
openkruise/kruise (Go): Automate application workloads management on Kubernetes
What are some alternatives?
When comparing cortex and kruise you can also consider the following projects:
MLflow - Open source platform for the machine learning lifecycle
k8s - How to deploy Portainer inside a Kubernetes environment.
golang-design-pattern - 设计模式 Golang实现－《研磨设计模式》读书笔记
flagger - Progressive delivery Kubernetes operator (Canary, A/B Testing and Blue/Green deployments) [Moved to: https://github.com/fluxcd/flagger]
oauth2 - Go OAuth2
silver-surfer - Kubernetes objects api-version compatibility checker and provides migration path for K8s objects and prepare it for cluster upgrades
prysm - Go implementation of Ethereum proof of stake
apple-store-helper - Apple Store iPhone预约助手
terraform-provider-azurerm - Terraform provider for Azure Resource Manager
k8s-job-notify - Kuberenets Job/CronJob Notifier
OpenFaaS - OpenFaaS - Serverless Functions Made Simple
kapp - kapp is a simple deployment tool focused on the concept of "Kubernetes application" — a set of resources with the same label [Moved to: https://github.com/vmware-tanzu/carvel-kapp]