Network Performance Optimization with Real Time Traffic Prediction in Data Center Network

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Abstract

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.
Original languageEnglish
Title of host publication2020 European Conference on Optical Communications, ECOC 2020
Number of pages4
ISBN (Electronic)9781728173610
DOIs
Publication statusPublished - 4 Feb 2021

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