KubeFATE
Workload manager
A tool for managing federated learning workloads using cloud-native technologies like Kubernetes and Docker Compose.
Manage federated learning workload using cloud native technologies.
424 stars
41 watching
221 forks
Language: Go
last commit: 21 days ago cloudnativedeploymentfederated-learningkubernetes
Related projects:
| Repository | Description | Stars |
|---|---|---|
 kubeflow/arena | A command-line interface for running and monitoring machine learning training jobs on Kubernetes clusters. | 740 |
| federatedai/fate-flow | An end-to-end federated learning workflow platform for managing data and models across multiple parties | 52 |
| federatedai/fate-cloud | An infrastructure tool for managing and securing collaborative data networks across organizations | 30 |
| federatedai/fate-client | Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner. | 3 |
| federatedai/fate-serving | A high-performance serving system for federated learning models, providing support for online algorithms, real-time inference, and model management. | 139 |
 kubewharf/kubeadmiral | A multi-cluster Kubernetes management system with enhanced resource management and scheduling capabilities | 817 |
 kubedl-io/kubedl | An effort to simplify and accelerate the deployment of deep learning workloads on Kubernetes | 510 |
 kubean-io/kubean | A toolchain for managing the lifecycle of Kubernetes clusters, providing a simple and declarative way to deploy, manage, and maintain clusters across different environments. | 458 |
 efrat19/kubeload | An operator for Kubernetes jobs that automates load testing by managing pod counts and providing features like interval-based scaling and annotation-based pauses. | 25 |
 flavio/kuberlr | A tool to manage multiple versions of kubectl for different Kubernetes clusters | 110 |
 kubenav/kubenav | A mobile app for managing Kubernetes clusters and viewing their status in real-time | 2,066 |
| federatedai/eggroll | A framework for distributed machine learning | 244 |
| federatedai/ansiblefate | A tool that automates the deployment of FATE clusters using Ansible | 21 |
| federatedai/fate-board | A visualization tool for federated learning modeling to monitor and improve models | 100 |
 ibm/cloud-pak | Software for orchestrating and managing production workloads in containerized environments | 133 |