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MBZUAI, 3 McGill University, 4 AMD, 5 Red Hat Corresponding author: Bowei.He@mbzuai.ac.ae
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Seemingly idle LLM inference fleets can be secretly broken, and this simulator helps you find out why before you buy.
LLM GPU fleets can be analytically optimized into a two-pool architecture with gateway-layer compression, slashing costs by up to 82% without sacrificing latency.