ITU AI/ML in 5G Challenge —” Network topology optimization”
The existing network topology planning does not fully consider the future growth of network traffic, and faces the problem of uneven utilization of link capacity. Therefore, the existing network topology need to be optimized. By restructuring the sites on the unbalanced links to achieve the global network fine-grained expansion and to increase the capacity utilization efficiency. This presentation introduces topology optimization solutions for balanced link capacity utilization. Network information data will reflect the network topology, the network’s traffic matrix and the network capacity utilization. This talk introduces problem statement ITU-ML5G-PS-007 “network topology optimization” from 2020 ITU AI/ML in 5G Challenge (China Region), including the background, problem definition, data description, submission requirements, evaluation index, and typical methods to solve the problem.