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News/FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models
arxiv
PublishedApril 21, 2026 at 4:00 AM

FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models

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arXiv:2604.16448v1 Announce Type: cross Abstract: As edge AI deployments scale to billions of devices running always-on, real-time compound AI pipelines, they represent a massive and largely unmanaged source of energy consumption and carbon emissions. To reduce carbon emissions while maximizing Qual

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