Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF Placement von Sun, Penghao, Lan, Julong, Li, Junfei, Guo, Zehua, Hu, Yuxiang

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Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical Nodes von Sun, Penghao, Guo, Zehua, Li, Junfei, Xu, Yang, Lan, Julong, Hu, Yuxiang

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A Survey of Controller Placement Problem in Software-Defined Networking von Lu, Jie, Zhang, Zhen, Hu, Tao, Yi, Peng, Lan, Julong

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DROM: Optimizing the Routing in Software-Defined Networks With Deep Reinforcement Learning von Yu, Changhe, Lan, Julong, Guo, Zehua, Hu, Yuxiang

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A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link Control von Sun, Penghao, Lan, Julong, Li, Junfei, Zhang, Jianpeng, Hu, Yuxiang, Guo, Zehua

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EARS: Intelligence-driven experiential network architecture for automatic routing in software-defined networking von Hu, Yuxiang, Li, Ziyong, Lan, Julong, Wu, Jiangxing, Yao, Lan

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MFUC: Mitigating Transient Congestion for Multi-flow Updating in SDN von Xia, Jiqiang, Zhang, Surong, Lan, Julong

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Realizing the Carbon-Aware Service Provision in ICT System von Sun, Penghao, Lan, Julong, Hu, Yuxiang, Guo, Zehua, Wu, Chong, Wu, Jiangxing

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A Scalable Bitwise Multicast Technology in Named Data Networking von ZHA, Yuli, CUI, Pengshuai, HU, Yuxiang, LAN, Julong, WANG, Yu

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A Multipolicy Deep Reinforcement Learning Approach for Multiobjective Joint Routing and Scheduling in Deterministic Networks von Yang, Sijin, Zhuang, Lei, Zhang, Jianhui, Lan, Julong, Li, Bingkui

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Online Load Balancing for Distributed Control Plane in Software-Defined Data Center Network von Zhang, Shaojun, Lan, Julong, Sun, Penghao, Jiang, Yiming

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An NDN Cache-Optimization Strategy Based on Dynamic Popularity and Replacement Value von Zha, Yuli, Cui, Pengshuai, Hu, Yuxiang, Xue, Lei, Lan, Julong, Wang, Yu

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Joint service function chain deploying and path selection for bandwidth saving and VNF reuse von Li, Dan, Lan, Julong, Wang, Peng

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FCNN: An Efficient Intrusion Detection Method Based on Raw Network Traffic von Wang, Yue, Jiang, Yiming, Lan, Julong

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Dynamic switch migration towards a scalable SDN control plane von Cheng, Guozhen, Chen, Hongchang, Hu, Hongchao, Lan, Julong

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A QLearning Based Business Differentiating Routing Mechanism in SDN Architecture von Jin, Zijin, Zang, Weifei, Jiang, Yiming, Lan, Julong

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Intrusion Detection Using Few-shot Learning Based on Triplet Graph Convolutional Network von Wang, Yue, Jiang, Yiming, Lan, Julong

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An Adaptive and Lightweight Update Mechanism for SDN von Yu, Changhe, Lan, Julong, Guo, Zehua, Hu, Yuxiang, Baker, Thar

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Traffic engineering based on deep reinforcement learning in hybrid IP/SR network von Chen, Bo, Sun, Penghao, Zhang, Peng, Lan, Julong, Bu, Youjun, Shen, Juan

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Efficient revocable hierarchical identity-based encryption using cryptographic accumulators von Jia, Hongyong, Chen, Yue, Lan, Julong, Huang, Kaixiang, Wang, Jun

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