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cs.DC 1

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2026 1

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Frontier: Towards Comprehensive and Accurate LLM Inference Simulation

cs.DC · 2026-05-20 · unverdicted · novelty 7.0

Frontier is a new discrete-event simulator for disaggregated LLM serving that incorporates co-location, PDD, AFD, and optimizations, achieving under 4% throughput error and large reductions in latency prediction error versus prior simulators.

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  • Frontier: Towards Comprehensive and Accurate LLM Inference Simulation cs.DC · 2026-05-20 · unverdicted · none · ref 9

    Frontier is a new discrete-event simulator for disaggregated LLM serving that incorporates co-location, PDD, AFD, and optimizations, achieving under 4% throughput error and large reductions in latency prediction error versus prior simulators.