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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sunyanan Choochotkaew

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Conference Jul 2026

Two-level Network Bandwidth Allocation for Multi-tenant AI Clouds in Kubernetes

Compute and memory resources in cloud environments are strictly managed and isolated by the control plane; in contrast, network resources lack equivalent management and isolation mechanisms. This best-effort treatment of networking leads to significant challenges for modern AI workloads, which have diverse and bandwidt...

Sunyanan Choochotkaew, Lionel Jouin, Tatsuhiro Chiba · 0 citations

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