NeXT: Architecture, prototyping and measurement of a software-defined testing framework for integrated RF network simulation, experimentation and optimization

NeXT: Architecture, prototyping and measurement of a software-defined testing framework for integrated RF network simulation, experimentation and optimization
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NeXT:用于集成射频网络仿真、实验和优化的软件定义测试框架的架构、原型设计和测量

DOI:
10.1016/j.comcom.2023.08.018
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发表时间:
2023
影响因子:
6
通讯作者:
Guan, Zhangyu
Guan, Zhangyu
中科院分区:
计算机科学3区
文献类型:
--
作者:
Hu, Jiangqi;Zhao, Zhiyuan;McManus, Maxwell;Moorthy, Sabarish Krishna;Cui, Yuqing;Mastronarde, Nicholas;Bentley, Elizabeth Serena;Medley, Michael;Guan, Zhangyu

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为了支持对无线网络系统进行严格和可重复的实验评估,社区已经在开发实验平台方面做出了重大努力。然而,现有的平台主要关注数据平面,即转发基础设施,而没有明确考虑控制平面。为了填补这一空白,在这项工作中,我们开发了next,这是一个软件定义的游乐场,具有集成的无线网络模拟,实验和优化功能。我们首先设计了数据平面,它集成了一个事件驱动的宽带无线网络模拟器dubsimm和一个软件定义的无线网络测试设备drobonet。然后,我们设计了NeXT的控制平面,其中开发和部署了软件工具链,以支持传统的基于模型的优化和新的数据驱动控制技术。我们展示了NeXT在不同无线网络中考虑一系列优化和控制问题的实验能力。
To support rigorous and repeatable experimental evaluation of wireless networked systems, the community has made significant efforts to develop experimentation platforms. However, existing platforms primarily focus on the data plane, i.e., the forwarding infrastructure, without explicitly considering the control plane. To fill this gap, in this work we developNeXT, a software-defined playground with integrated wireless network simulation, experimentation and optimization capabilities. We first design the data plane, which integrates an event-driven broadband wireless network simulator calledUBSimand a software-defined wireless network testing facility calledRoboNet. We then design NeXT’s control plane, where a software toolchain is developed and deployed to support both traditional model-based optimization and new data-driven control techniques. We showcase the experimentation capability of NeXT considering a series of optimization and control problems in different wireless networks.
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