A network resource processing apparatus, method, and system, which is used to resolve a communication congestion problem between network devices during network resource processing, is presented. A receiving module receives computation environment information that are corresponding to a computation task and network information of each computation node, provides the computation environment information to a bandwidth decision module and a generation module, and provides the network information of each computation node to the generation module; the bandwidth decision module decides a to-be-allocated bandwidth for the computation task according to the computation environment information; the generation module generates routing configuration policy information for the computation task according to the network information of each computation node, the decided to-be-allocated bandwidth, and the computation environment information, and provides the routing configuration policy information to a sending module; and the sending module sends the routing configuration policy information to a routing configuration controller.