dlrover
DLRover: An Automatic Distributed Deep Learning System (by intelligent-machine-learning)
beiboot
Getdeck Beiboot is a Kubernetes-in-Kubernetes solution :rocket: It allows creating multiple logical Kubernetes environments within one :arrow_right: physical host cluster. (by Getdeck)
| dlrover | beiboot | |
|---|---|---|
| 3 | 3 | |
| 1,661 | 27 | |
| 0.5% | - | |
| 9.3 | 6.8 | |
| 15 days ago | over 2 years ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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.
dlrover
Posts with mentions or reviews of dlrover.
We have used some of these posts to build our list of alternatives
and similar projects.
-
DLRover: A Large-scale Intelligent Distributed Training System
Star our project on GitHub: https://github.com/intelligent-machine-learning/dlrover
- DLRover: Distributed Deep Learning System for LLM Training
- [KDD'23] Weighted Sharpness-Aware Minimization (WSAM) Optimizer open-sourced in DLRover project.
beiboot
Posts with mentions or reviews of beiboot.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-05.
-
Kub'rin' a breeze: Developing on ephemeral cloud-based K8s clusters
We recently had a Kubernetes Meetup in Munich. This talk demonstrates a new open-source project called Getdeck Beiboot that helps with creating virtual K8s environments for development and testing. It's based on K3s and will support snapshotting and restoring whole clusters to speed up the creation of temporary K8s-based dev environments. What do you think?
-
CUE, cdk8s.. (instead of helm and kustomize)
I went on generating K8s YAMLs with Python and a CLI framework for passing options or read in value-files: https://github.com/Getdeck/beiboot/blob/main/client/beiboot/misc/install.py Then it's a `beibootctl install --arg 1 --arg 2 --option=whatever | kubectl apply -f -` which prints the YAML to the console and can be applied or stored from there.
- Show HN: Kubernetes-in-Kubernetes for Development and Testing
What are some alternatives?
When comparing dlrover and beiboot you can also consider the following projects:
kfserving - Standardized Serverless ML Inference Platform on Kubernetes [Moved to: https://github.com/kserve/kserve]
kustomize-kcl - Kustomzie KCL Function
microk8s - MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge. [Moved to: https://github.com/canonical/microk8s]
trivy-operator - Kubernetes Operator based on the open-source container vulnerability scanner Trivy.
kserve - Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
timoni - Timoni is a package manager for Kubernetes, powered by CUE and inspired by Helm.