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[https://sc25.conference-program.com/presentation/?id=ws_canopie105&sess=sess199 Engine-Agnostic Model Hot-Swapping for Cost-Effective LLM Inference]
 
[https://sc25.conference-program.com/presentation/?id=ws_canopie105&sess=sess199 Engine-Agnostic Model Hot-Swapping for Cost-Effective LLM Inference]
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== KubeCon + CloudNativeCon North America 2025 ==
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[[Image:Kubecon.png|left|150px|link=]]
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'''November 12, 2025, Atlanta, Georgia'''
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[https://sched.co/27FcH Prepare for Disruptions: How We Upgrade the Whole ML Training Fleet Bi-weekly]
    
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