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Klaus Ma

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titleconferencedate
Optimizing Training Performance for Large Language Model(LLM) in KubernetesKubeCon + CloudNativeCon Europe 20252025-04-01
Volcano adds a HyperNode CRD and topology-aware scheduling (hard/soft modes) to confine LLM jobs to rack/row boundaries, tested in a simulated cluster using…
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Project Lightning Talk: Extend Large Language Model Training Beyond Single Kubernetes ClusterKubeCon + CloudNativeCon Europe 20252025-04-01
Demonstrates running LLM training across clusters by combining Volcano and Karmada to overcome single-cluster limits (default ~5,000 nodes) and huge GPU +…
Lightning on
Volcano: Intro & Deep DiveKubeCon + CloudNativeCon Europe 20222022-05-16
Volcano provides Kubernetes-native batch job CRDs with multiple pod templates, gang (co‑scheduling) semantics, preemption/backfill, queue-based fair share and…
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Kubernetes on Mesos Not Just Another Mesos FrameworkMesosCon Asia 20162016-11-18
Kubernetes provides a platform that allows for operation of containers which is unable to provide guarantee SLA of resources. Mesos, is a resource manager that…
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