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cs.PF2026
Rosetta: Automating First-Principles Performance Modeling Using Multi-Agent LLMs
Karthikeyan Sankaralingam
Analytical performance models --- derivations of throughput or speedup from hardware parameters --- make claims independently verifiable and expose binding constraints, yet rarely…
cs.PF2025
SAHM: State-Aware Heterogeneous Multicore for Single-Thread Performance
Shayne Wadle, Karthikeyan Sankaralingam
Improving single-thread performance remains a critical challenge in modern processor design, as conventional approaches such as deeper speculation, wider pipelines, and complex out…