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cs.DC 1

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2025 1

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CONDITIONAL 1

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High-Throughput LLM inference on Heterogeneous Clusters

cs.DC · 2025-04-18 · conditional · novelty 4.0

A scheduling and deployment optimization system for LLM inference on heterogeneous GPU/NPU clusters that reports 33.6% to 122.5% throughput gains over round-robin in two small testbeds.

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  • High-Throughput LLM inference on Heterogeneous Clusters cs.DC · 2025-04-18 · conditional · none · ref 2

    A scheduling and deployment optimization system for LLM inference on heterogeneous GPU/NPU clusters that reports 33.6% to 122.5% throughput gains over round-robin in two small testbeds.