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He Cao

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titleconferencedate
Boosting Training and Inference Performance via Topology-Aware Scheduling of Heterogeneous ResourcesCloud Native + Kubernetes AI Day NA 20242024-11-12
ByteDance claims catalist raises LLM training and inference throughput by adding topology-aware scheduling on Kubernetes: it implements die-level affinity and…
Talk on
⚡ Lightning Talk: Colocating Data Workloads and Web Services on Kubernetes to Improve Resource UtilizationData on Kubernetes Day North America 20232023-11-06
Katalyst colocates CPU‑heavy online services and memory/throughput‑heavy data jobs on Kubernetes and claims deployment on 500,000+ nodes with tens of millions…
Lightning on
Improving GPU Utilization and Accelerating Model Training with Scheduling Framework and NRIKubernetes AI + HPC Day North America 20232023-11-06
Improving GPU Utilization and Accelerating Model Training with Scheduling Framework and NRI - He Cao, ByteDance K8s is no longer just running service-oriented…
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Building a Fine-Grained and Intelligent Resource Management System on KubernetesKubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
在Kubernetes上构建一个精细化和智能化的资源管理系统 | Building a Fine-Grained and Intelligent Resource Management System on Kubernetes - He Cao & Wei Shao, ByteDance 原生 Kubernetes…
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