We demonstrate the performance optimization of a data center network based on recurrent highway network (RHN) traffic prediction model. The RHN model achieves the lowest MSE of 0.014 and empowers the network reconfiguration via Ryu controller and SDN agents to demonstrate real-time system performance optimization.
|Title of host publication||2020 European Conference on Optical Communications, ECOC 2020|
|Number of pages||4|
|Publication status||Published - 4 Feb 2021|