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Title: GitHub - easystack/volcano: A Cloud Native Batch System (Project under CNCF)

Open Graph Title: GitHub - easystack/volcano: A Cloud Native Batch System (Project under CNCF)

X Title: GitHub - easystack/volcano: A Cloud Native Batch System (Project under CNCF)

Description: A Cloud Native Batch System (Project under CNCF). Contribute to easystack/volcano development by creating an account on GitHub.

Open Graph Description: A Cloud Native Batch System (Project under CNCF). Contribute to easystack/volcano development by creating an account on GitHub.

X Description: A Cloud Native Batch System (Project under CNCF). Contribute to easystack/volcano development by creating an account on GitHub.

Opengraph URL: https://github.com/easystack/volcano

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https://volcano.sh/
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Volcanohttps://volcano.sh/
kube-batchhttps://github.com/kubernetes-sigs/kube-batch
#241https://github.com/volcano-sh/volcano/issues/241
#288https://github.com/volcano-sh/volcano/pull/288
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https://patch-diff.githubusercontent.com/easystack/volcano#talks
Intro: Kubernetes Batch Scheduling @ KubeCon 2019 EUhttps://sched.co/MPi7
Volcano 在 Kubernetes 中运行高性能作业实践 @ ArchSummit 2019https://archsummit.infoq.cn/2019/shenzhen/presentation/1817
Volcano：基于云原生的高密计算解决方案 @ Huawei Connection 2019https://e.huawei.com/cn/material/event/HC/09099dce0070415e9f26ada51b2216d7
Improving Performance of Deep Learning Workloads With Volcano @ KubeCon 2019 NAhttps://sched.co/UaZi
Batch Capability of Kubernetes Intro @ KubeCon 2019 NAhttps://sched.co/Uajv
Optimizing Knowledge Distillation Training With Volcano @ KubeCon 2021 EUhttps://www.youtube.com/watch?v=cDPGmhVcj7Y&t=143s
Exploration About Mixing Technology of Online Services and Offline Jobs Based On Volcano @ KubeCon 2021 Chinahttps://www.youtube.com/watch?v=daqkUlT5ReY
Volcano - Cloud Native Batch System for AI, Big Data and HPC @ KubeCon 2022 EUhttps://www.youtube.com/watch?v=wjy35HfIP_k
How to Leverage Volcano to Improve the Resource Utilization of AI Pharmaceuticals, Autonomous Driving, and Smart Buildings @ KubeCon 2023 EUhttps://www.youtube.com/watch?v=ujHDV5xteqU
Run Your AI Workloads and Microservices on Kubernetes More Easily and Efficiently @ KubeCon 2023 Chinahttps://www.youtube.com/watch?v=OO7zpyf7fgs
Optimize LLM Workflows with Smart Infrastructure Enhanced by Volcano @ KubeCon 2024 Chinahttps://www.youtube.com/watch?v=77Qn1-I-muQ
How Volcano Enable Next Wave of Intelligent Applications @ KubeCon 2024 Chinahttps://www.youtube.com/watch?v=IzR7zJQ8vMw
Leverage Topology Modeling and Topology-Aware Scheduling to Accelerate LLM Training @ KubeCon 2024 Chinahttps://www.youtube.com/watch?v=IB54LHQQ8lI
https://patch-diff.githubusercontent.com/easystack/volcano#ecosystem
Spark Operatorhttps://www.kubeflow.org/docs/components/spark-operator/user-guide/volcano-integration/
Native Sparkhttps://spark.apache.org/docs/3.5.0/running-on-kubernetes.html#using-volcano-as-customized-scheduler-for-spark-on-kubernetes
Flinkhttps://github.com/GoogleCloudPlatform/flink-on-k8s-operator/blob/master/docs/volcano_integration.md
KubeRayhttps://docs.ray.io/en/master/cluster/kubernetes/k8s-ecosystem/volcano.html
PyTorchhttps://github.com/volcano-sh/volcano/blob/master/docs/user-guide/how_to_use_pytorch_plugin.md
TensorFlowhttps://github.com/volcano-sh/volcano/tree/master/example/integrations/tensorflow
kubeflow/training-operatorhttps://www.kubeflow.org/docs/components/training/user-guides/job-scheduling/
kubeflow/arenahttps://github.com/kubeflow/arena/blob/master/docs/training/volcanojob/volcanojob.md
MPIhttps://github.com/volcano-sh/volcano/tree/master/example/integrations/mpi
Horovodhttps://github.com/volcano-sh/volcano/blob/master/example/kubecon-2019-china/horovod-sample/lm-horovod-tf-mnist-v0.5.yaml
PaddlePaddlehttps://github.com/volcano-sh/volcano/tree/master/example/integrations/paddlepaddle
Cromwellhttps://github.com/broadinstitute/cromwell/blob/develop/docs/backends/Volcano.md
MindSporehttps://github.com/volcano-sh/volcano/tree/master/example/MindSpore-example
MXNethttps://github.com/volcano-sh/volcano/tree/master/example/integrations/mxnet/train
Argohttps://github.com/volcano-sh/volcano/tree/master/example/integrations/argo
KubeGenehttps://github.com/volcano-sh/kubegene
https://patch-diff.githubusercontent.com/easystack/volcano#use-cases
Why Spark chooses Volcano as built-in batch scheduler on Kubernetes?https://www.cncf.io/blog/2022/06/30/why-spark-chooses-volcano-as-built-in-batch-scheduler-on-kubernetes/
ING Bank: How Volcano empowers its big data analytics platformhttps://www.cncf.io/blog/2023/02/21/ing-bank-how-volcano-empowers-its-big-data-analytics-platform/
Using Volcano as a custom scheduler for Apache Spark on Amazon EMR on EKShttps://docs.aws.amazon.com/emr/latest/EMR-on-EKS-DevelopmentGuide/tutorial-volcano.html
Deploy Azure Machine Learning extension on AKS or Arc Kubernetes clusterhttps://learn.microsoft.com/en-us/azure/machine-learning/how-to-deploy-kubernetes-extension?view=azureml-api-2&tabs=deploy-extension-with-cli
Practical Tips for Preventing GPU Fragmentation for Volcano Schedulerhttps://developer.nvidia.com/blog/practical-tips-for-preventing-gpu-fragmentation-for-volcano-scheduler/
Using Volcano in Large-Scale, Distributed Offline Computinghttps://volcano.sh/en/blog/ruitian2-en/
OpenI-Octopus: How to Avoid Resource Preemption in Kubernetes Clustershttps://volcano.sh/en/blog/pengcheng-en/
How Does Volcano Empower a Content Recommendation Engine in Xiaohongshuhttps://volcano.sh/en/blog/xiaohongshu-en/
How Ruitian Used Volcano to Run Large-Scale Offline HPC Jobshttps://volcano.sh/en/blog/ruitian-en/
Integrating Volcano into the Leinao Cloud OShttps://volcano.sh/en/blog/leinao-en/
HPC on Volcano: How Containers Support HPC Applications in the Meteorological Industryhttps://volcano.sh/en/blog/hpc-en/
iQIYI:Volcano-based Cloud Native Migration Practiceshttps://volcano.sh/en/blog/aiqiyi-en/
PaddlePaddle Distributed Training on Volcanohttps://volcano.sh/en/blog/paddlepaddle-en/
https://patch-diff.githubusercontent.com/easystack/volcano#quick-start-guide
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Volcano Agenthttps://volcano.sh/en/docs/colocation
https://patch-diff.githubusercontent.com/easystack/volcano#install-monitoring-system
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slackhttps://cloud-native.slack.com/archives/C011GJDQS0N
Meeting notes and agendahttps://docs.google.com/document/d/1YLbF8zjZBiR9PbXQPB22iuc_L0Oui5A1lddVfRnZrqs/edit
Meeting linkhttps://zoom.us/j/91804791393
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