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.

GitHub

423 stars
41 watching
221 forks
Language: Go
last commit: almost 2 years ago
cloudnativedeploymentfederated-learningkubernetes

Related projects:

RepositoryDescriptionStars
kubeflow/arenaA CLI tool for managing machine learning training jobs and monitoring GPU resources in Kubernetes clusters.743
federatedai/fate-flowAn end-to-end federated learning workflow platform for managing data and models across multiple parties53
federatedai/fate-cloudAn infrastructure tool for managing and securing collaborative data networks across organizations30
federatedai/fate-clientProvides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner.3
federatedai/fate-servingA high-performance serving system for federated learning models, providing support for online algorithms, real-time inference, and model management.138
kubewharf/kubeadmiralA multi-cluster Kubernetes management system with enhanced resource management and scheduling capabilities823
kubedl-io/kubedlEnables efficient deep learning workload deployment on Kubernetes513
kubean-io/kubeanA toolchain for managing the lifecycle of Kubernetes clusters, providing a simple and declarative way to deploy, manage, and maintain clusters across different environments.460
efrat19/kubeloadAn 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/kuberlrA tool to manage multiple versions of kubectl for different Kubernetes clusters114
kubenav/kubenavA mobile app for managing Kubernetes clusters and viewing their status in real-time2,084
federatedai/eggrollA framework for distributed machine learning242
federatedai/ansiblefateA tool that automates the deployment of FATE clusters using Ansible21
federatedai/fate-boardA visualization tool for federated learning modeling to monitor and improve models101
ibm/cloud-pakSoftware for orchestrating and managing production workloads in containerized environments134