Distributed AI Service Deployment via Joint Computing Power and Spectrum Trading Across Intelligent Computing Centers

This paper investigates how to efficiently deploy distributed artificial intelligence (AI) services to remote intelligent computing centers (ICCs) through resource trading framework. Three resource trading strategies are considered within the context of intelligent computing center elastic optical networks (ICC-EONs): Spectrum-Only (SO), Computing Power-Only (CO), and Joint Spectrum and Computing Power (JSC). Simulation results demonstrate that, compared with the SO and CO strategies, the proposed JSC strategy significantly enhances the utilization efficiency of both computing and spectrum resources.