To achieve efficient distributed AI computing, the performance requirements of hardware nodes' TPU, GPU, CPU, memory, bandwidth and network delay are extremely high. Considering the global complex network environment, edge computing must also be taken into account. UtilityNet is an AI intelligent computing network whose goal is to achieve the ultimate energy efficiency ratio, which consists of server clusters as data center nodes and massive scattered personal devices as edge nodes.
