Vulcan: Instance-specialized, Verifiable Systems Heuristics Through LLM-driven Search
Vulcan is proposed, a framework that identifies LLM-friendly interfaces that isolate core decision logic from the rest of the implementation and demonstrates up to 4.9% higher savings for spot-VM scheduling, up to 2% lower miss ratios for cache eviction, and up to 14% higher application performance for tiered-memory sy...
Rohit Dwivedula, Divyanshu Saxena, Sujay Yadalam et al.
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