newsKubernetes BlogTrust 72 · OutletPublished 1mo agoLive · 1mo ago
Operating AI/ML Workloads on Kubernetes: A Headlamp Plugin for Kubeflow
Kubernetes has quietly become the default platform for AI and machine learning. Whether you run notebook servers for data scientists, schedule distributed training jobs, tune hyperparameters, or orchestrate multi-step ML pipelines, those workloads increasingly land on a Kubernetes cluster. Kubeflow is one of the most popular ways to assemble that stack, and it does so the Kubernetes-native way: every capability is exposed as a Custom Resource Definition
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- PossiblePossibly related (embedding) · 70%kubeflow/pipelines →
- PossiblePossibly related (embedding) · 69%kubeflow/sdk →
- PossiblePossibly related (embedding) · 69%kubeflow/katib →
- PossiblePossibly related (embedding) · 69%GoogleCloudPlatform/kubectl-ai →
- PossiblePossibly related (embedding) · 68%kaito-project/airunway →
- PossiblePossibly related (embedding) · 64%William-Lu-stack/LuxyAI →
- PossiblePossibly related (embedding) · 67%ai-runway/airunway →
- PossiblePossibly related (embedding) · 64%William-Lu-stack/Flawless →
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repoWilliam-Lu-stack/LuxyAIrepoai-runway/airunwayrepoWilliam-Lu-stack/Flawlessrepodatabricks/mlops-stacksrepoIBM/AutoMLPipeline.jlrepoBaizeAI/kcoverrepostatmike/vertex-ai-mlopsrepoThinkParQ/beegfs-csi-driverrepoMichael-A-Kuykendall/rustchainrepokprompt/kpromptreporunpod-workers/worker-vllmrepocogitator-ai/Cogitator-AIrepokirodotdev/KiroCrewrepomicrosoft/pairepokdcube/kdcuberepokubernetes-sigs/agent-sandboxrepokubeflow/kubeflowreporunzhliu/deepseek-harness-dockerreposmartnolike/deepagents-kubernetes-sandboxrepoMeesho/BharatMLStack
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reposmartnolike/deepagents-kubernetes-sandboxrepocogitator-ai/Cogitator-AIrepoGoogleCloudPlatform/kubectl-airepokirodotdev/KiroCrewrepoMeesho/BharatMLStackrepostatmike/vertex-ai-mlopsreporunpod-workers/worker-vllmrepoai-runway/airunwayrepoWilliam-Lu-stack/Flawlessreporunzhliu/deepseek-harness-dockerrepodatabricks/mlops-stacksrepokubeflow/katibrepokprompt/kpromptrepomicrosoft/pairepoWilliam-Lu-stack/LuxyAIrepoIBM/AutoMLPipeline.jlrepokubeflow/sdkrepoBaizeAI/kcoverrepokubernetes-sigs/agent-sandboxrepoMichael-A-Kuykendall/rustchainrepokubeflow/kubeflowrepokubeflow/pipelinesrepoThinkParQ/beegfs-csi-driverrepokaito-project/airunwayrepokdcube/kdcube