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A Study on Deep Learning Based Packet Transmission Strategy for Intelligent Network Traffic Control

机译：基于深度学习的智能网络流量控制包传输策略研究

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作者
毛伯敏;
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作者单位

東北大学;

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授予单位東北大学;
学科
学位博士
年度 2019
页码 1-123
总页数 123
原文格式 PDF
正文语种 eng
中图分类
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入库时间 2022-08-17 11:59:07

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专利

1. Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning [J] . Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, IEEE Transactions on Computers . 2017,第11期

机译：路由还是计算？基于深度学习的智能计算机网络数据包传输的范式转变
2. ST-DeLTA: A Novel Spatial-Temporal Value Network Aided Deep Learning Based Intelligent Network Traffic Control System [J] . Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, IEEE Transactions on Sustainable Computing . 2020,第4期

机译：St-Delta：基于新的空间时间价值网络辅助网络流量控制系统
3. On Intelligent Traffic Control for Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach [J] . Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Communications Letters, IEEE . 2018,第12期

机译：大规模异构网络的智能流量控制研究：基于价值矩阵的深度学习方法
4. Packet-based Network Traffic Classification Using Deep Learning [C] . Hyun-Kyo Lim, Ju-Bong Kim, Joo-Seong Heo, The 1st International Conference onArtificial Intelligence in Information and Communication . 2019

机译：使用深度学习的基于数据包的网络流量分类
5. Deep-Learning-Based Transport Layer Control for Big Data Transmission over UAV Swarming Networks [D] . Mao, Qian. 2019

机译：基于深度学习的传输层控制，用于UAV蜂拥网络的大数据传输
6. Lightweight PVIDNet: A Priority Vehicles Detection Network Model Based on Deep Learning for Intelligent Traffic Lights [O] . Rodrigo Carvalho Barbosa, Muhammad Shoaib Ayub, Renata Lopes Rosa, 2020

机译：轻量级PVIDNet：优先车辆检测网络模型基于深度学习智能红绿灯
7. Intelligent Real-Time Decision Support Systems for Road Traffic Management. Multi-agent based Fuzzy Neural Networks with a GA learning approach in managing control actions of road traffic centres. [O] . Almejalli Khaled A. 2010

机译：道路交通管理的智能实时决策支持系统。基于遗传算法学习方法的基于多主体的模糊神经网络，用于管理道路交通中心的控制行为。
8. Scheduling Packet Transmissions in a Multi-hop Packet Switched Network Based onMessage Length [R] . Modiano, E. 1997

机译：基于消息长度的多跳分组交换网络调度分组传输

A Study on Deep Learning Based Packet Transmission Strategy for Intelligent Network Traffic Control

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