This research focuses on the Inner Mongolia computing hub node, aiming to design efficient and intelligent computing power scheduling methods driven by user perception and dynamic resource matching. Key topics include perception and modeling of heterogeneous resources, user experience–oriented scheduling mechanisms, cross-domain resource coordination and optimization, and green, low-carbon scheduling strategies.