FIELD NOTES TOPIC
adaptive utility
2 notes, newest first.
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…
