Liang Yan
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what they talk about
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no series more than once — all 4 in the filters
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who talks about the same things
- Brandon Kang4 talks
- Xiao Zhang16 talks
- Kevin Klues12 talks
- Ganeshkumar Ashokavardhanan5 talks
- Maciej Mazur4 talks
- Ryan Hallisey7 talks
| title | conference | date |
|---|---|---|
| Lightning Talk: Benchmarking Your Distributed ML Training on the K8s Platform | Cloud Native + Kubernetes AI Day Europe 2025 | 2025-04-01 |
A Kubernetes-native benchmark for distributed ML training that automates environment control (PVC, daemonset kernel/config tweaks), launches MPI jobs and… | ||
| Optimize Your AI Cloud Infrastructure: A Hardware Perspective | Open Source Summit Japan + AI_dev 2024 | 2024-10-28 |
Benchmarks run MLPerf CNN/RNN/Transformer models on an H100 cluster using Megatron/DeepSpeed and measure the impact of POD scheduler, Device Plugin, GPU/NUMA… | ||
| Lightning Talk: Optimize the Ray Schedule and Autoscaling on Kubernetes Cloud: A Hetero... | Kubernetes AI + HPC Day North America 2023 | 2023-11-06 |
Describes a concrete optimizer for Ray on Kubernetes that replaces uniform thresholds with a task-type-aware scheduler and autoscaler that chooses VM flavors… | ||
| A Journey to Support vGPU in Firecracker | KVM Forum 2020 | 2020-10-28 |
Implemented vGPU support by adding a PCI device path parser, creating a mPCIe bus in Firecracker, and instantiating devices via VFIO passthrough using the… | ||
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