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awesome-ai-infra
introduce AI infra knowledges. 人工智能系统基础架构知识库
https://github.com/NativeAIInfra/awesome-ai-infra
Last synced: 1 day ago
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Uncategorized
- kubernets: Production-Grade Container Scheduling and Management
- volcano: A Cloud Native Batch System
- koordinator: QoS based scheduling system for hybrid orchestration workloads on Kubernetes, bringing workloads the best layout and status.
- kserve: Standardized Serverless ML Inference Platform on Kubernetes
- Horovod: Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
- fluid: an open source Kubernetes-native Distributed Dataset Orchestrator and Accelerator for data-intensive applications, such as big data and AI applications.
- kubeDL: Run your deep learning workloads on Kubernetes more easily and efficiently.
- kubeflow: Machine Learning Toolkit for Kubernetes
- Argo-workflows: Workflow engine for Kubernetes
- triton: an open-source inference serving software
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Programming Languages
Categories
Sub Categories
Keywords
kubernetes
8
machine-learning
6
tensorflow
3
knative
2
k8s
2
kubeflow
2
mlops
2
scheduling
2
cloud-native
2
pytorch
2
deep-learning
2
cncf
2
model-serving
1
model-interpretability
1
mlops-community
1
service-mesh
1
sklearn
1
kubeflow-pipelines
1
xgboost
1
kserve
1
istio
1
hacktoberfest2023
1
artificial-intelligence
1
cost-optimization
1
colocation
1
hpc
1
golang
1
gene
1
bigdata
1
batch-systems
1
go
1
containers
1
workflow-engine
1
workflow
1
pipelines
1
gitops
1
data-engineering
1
dag
1
batch-processing
1
argo-workflows
1
argo
1
airflow
1
notebook
1
ml
1
minikube
1
jupyter
1
google-kubernetes-engine
1
model
1
inference
1
container
1