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Notes on ai resource management
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Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
A new AI resource management framework called AURORA-AI has been proposed by the authors to improve the performance of modern AI systems under non-stationary conditions. It unifies various control methods and…
Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
The paper presents AURORA-AI, a framework for managing resources in AI systems that are deployed under varying conditions. The framework aims to maximize the global utility by redistributing computational budget across…
Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
A new framework called AURORA-AI was proposed to manage resources for AI systems that operate under changing conditions. The framework optimizes a global utility that includes factors like predictive performance…
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