Ofan: Optimal Load Balancing for AI Training
Ofan, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing, is suggested, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing.
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Ofan, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing, is suggested, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing.
The key idea is to combine LLMs' general strengths in documentation understanding and code generation with cloud-specific symbolic abstractions that suppress hallucinations and enforce precision at scale, while using the real cloud as an oracle for automated testing, repair, and alignment.
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