XWind is a reactive cross-site router for LLM inference at wind farms that cuts P99 latency by up to 52% versus strong baselines in a 64-GPU emulation of three sites.
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AI sovereignty requires coordinated design of data centers, optical networks, and real-time control systems to operate within energy availability and sustainability constraints.
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XWind: A Cross-site Router for Large Language Model Inference Serving at Renewable Energy Farms
XWind is a reactive cross-site router for LLM inference at wind farms that cuts P99 latency by up to 52% versus strong baselines in a 64-GPU emulation of three sites.
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AI Infrastructure Sovereignty
AI sovereignty requires coordinated design of data centers, optical networks, and real-time control systems to operate within energy availability and sustainability constraints.