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Shu-Wen Deng

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Jul 2026

Application-Driven Architecture Exploration for Cross-Layer Heterogeneous Systems

End-to-end case studies show that sparse workloads favor criticality-aware heterogeneous pods, whereas LLM inference favors scale-up islands; the resulting designs deliver 6.20 and 2.12 geomean speedups, respectively, while reducing cost and power relative to the baselines.

Yu-Chen Fan, Minghong Sun, Ji-Kui Ma et al. · 0 citations

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