Carbon-aware request routing driven by marginal-emissions signals moved live LLM inference across regions and, under a modeled perfect-foresight replay, could reduce GPU-attributable emissions by 50.9 percent with a 95 percent CI of 48.5 to 53.3 percent.
Marginal Operating Emissions Rate (MOER): methodology and validation
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Routing LLM Inference to the Cleanest Grid in Real Time
Carbon-aware request routing driven by marginal-emissions signals moved live LLM inference across regions and, under a modeled perfect-foresight replay, could reduce GPU-attributable emissions by 50.9 percent with a 95 percent CI of 48.5 to 53.3 percent.