Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning

4 Sep 2019Trung V. PhanSyed Tasnimul IslamTri Gia NguyenThomas Bauschert

Software-Defined Networking (SDN) introduces a centralized network control and management by separating the data plane from the control plane which facilitates traffic flow monitoring, security analysis and policy formulation. However, it is challenging to choose a proper degree of traffic flow handling granularity while proactively protecting forwarding devices from getting overloaded... (read more)

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