Cooperative self-optimisation of network protocol parameters at runtime

机译：运行时网络协议参数的协作自优化

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Network protocols are deployed in highly dynamic environments, but typically configured with a static setup of configurations. The Organic Network Control system (ONC) has been developed to alter protocol configurations at runtime. ONC is equipped with online learning capabilities and safety considerations. This paper presents a first TCP-based study on how this approach can be applied to end-to-end protocols and simultaneously alleviating the drawbacks of a simulation-based optimisation procedure. The paper explains the developed algorithm and demonstrates the benefit of the solution in an Omnet++ scenario.

机译：网络协议部署在高度动态的环境中，但通常使用静态配置配置进行配置。开发了有机网络控制系统（ONC）可以在运行时更改协议配置。 ONC具备在线学习功能和安全注意事项。本文介绍了基于TCP的第一个研究，该研究如何将此方法应用于端到端协议，同时减轻了基于仿真的优化过程的弊端。本文介绍了开发的算法，并演示了该解决方案在Omnet ++方案中的优势。

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《International Conference on Informatics in Control, Automation and Robotics》|2015年|123-130|共8页
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Tomforde Sven; Kantert Jan; von Mammen Sebastian; Hahner Jorg;
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Ad hoc networks; Mobile computing; Observers; Optimization; Protocols; Runtime; Safety; Collaboration; End-to-End Communication; Evolutionary Algorithms; Intelligent System Control; Organic Computing;

机译：特设网络;移动计算;观察员;优化;协议;运行;安全;合作;端到端通信;进化算法;智能系统控制;有机计算;

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4. Cooperative self-optimisation of network protocol parameters at runtime [C] . Tomforde Sven, Kantert Jan, von Mammen Sebastian, International Conference on Informatics in Control, Automation and Robotics . 2015

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5. Incentive compatible protocols in wireless networks using network coding and in cognitive radio networks using cooperative relay. [D] . Yao, Haifan. 2013

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6. Performance Analysis and Optimization of a Cooperative Transmission Protocol in NOMA-Assisted Cognitive Radio Networks with Discrete Energy Harvesting [O] . Hui Wang, Ronghua Shi, Kun Tang, 2021

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7. Self-optimisation using runtime code generation for wireless sensor networks [O] . Quéva, Caroline, Couroussé, Damien, Charles, Henri-Pierre 2016

机译：使用运行时代码生成对无线传感器网络进行自我优化

Cooperative self-optimisation of network protocol parameters at runtime

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