A cross-layer security monitoring selection algorithm based on traffic prediction

Y Yu, L Guo, J Huang, F Zhang, Y Zong - IEEE Access, 2018 - ieeexplore.ieee.org
Intrusion detection system (IDS) is emerging as a technology to improve the security of
vehicular ad hoc network. However, the recent research on performance of IDS indicates …

Traffic measurement optimization based on reinforcement learning in large-scale its-oriented backbone networks

L Nie, H Wang, X Jiang, Y Guo, S Li - IEEE Access, 2020 - ieeexplore.ieee.org
The end-to-end network traffic information is the basis of network management for a large-
scale intelligent transportation systems-oriented backbone network. To obtain exact network …

Traffic Measurement Optimization Based on Reinforcement Learning in Large-Scale IP Backbone Networks

H Wang, L Nie, Z Ning, MS Obaidat… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
The end-to-end network traffic information is the basis of network management in large-
scale IP backbone networks. To obtain exact network traffic data, a prevalent idea is to …