Reliable Dynamic Packet Scheduling over Lossy Real-Time Wireless Networks

Tao Gong, Tianyu Zhang, X. Hu, Qingxu Deng, M. Lemmon, Song Han
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引用次数: 14

Abstract

Along with the rapid development and deployment of real-time wireless network (RTWN) technologies in a wide range of applications, effective packet scheduling algorithms have been playing a critical role in RTWNs for achieving desired Quality of Service (QoS) for real-time sensing and control, especially in the presence of unexpected disturbances. Most existing solutions in the literature focus either on static or dynamic schedule construction to meet the desired QoS requirements, but have a common assumption that all wireless links are reliable. Although this assumption simplifies the algorithm design and analysis, it is not realistic in real-life settings. To address this drawback, this paper introduces a novel reliable dynamic packet scheduling framework, called RD-PaS. RD-PaS can not only construct static schedules to meet both the timing and reliability requirements of end-to-end packet transmissions in RTWNs for a given periodic network traffic pattern, but also construct new schedules rapidly to handle abruptly increased network traffic induced by unexpected disturbances while minimizing the impact on existing network flows. The functional correctness of the RD-PaS framework has been validated through its implementation and deployment on a real-life RTWN testbed. Extensive simulation-based experiments have also been performed to evaluate the effectiveness of RD-PaS, especially in large-scale network settings. 2012 ACM Subject Classification Networks → Network resources allocation; Networks → Network dynamics; Networks → Network reliability
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有损实时无线网络的可靠动态分组调度
随着实时无线网络(RTWN)技术的快速发展和广泛应用,有效的分组调度算法在RTWN中起着至关重要的作用,以实现实时感知和控制所需的服务质量(QoS),特别是在存在意外干扰的情况下。现有文献中的大多数解决方案都侧重于静态或动态调度构建以满足期望的QoS要求,但都有一个共同的假设,即所有无线链路都是可靠的。虽然这种假设简化了算法的设计和分析,但在现实生活中并不现实。为了解决这一缺陷,本文引入了一种新的可靠动态分组调度框架RD-PaS。rd - pa不仅可以构建静态调度来满足给定周期网络流量模式下rtwn端到端分组传输的时序和可靠性要求,还可以快速构建新的调度来处理由于意外干扰而突然增加的网络流量,同时尽量减少对现有网络流量的影响。RD-PaS框架的功能正确性已通过其在实际RTWN测试平台上的实现和部署得到验证。还进行了广泛的基于模拟的实验来评估rd - pa的有效性,特别是在大规模网络设置中。2012 ACM主题分类网络→网络资源分配;网络→网络动力学;网络→网络可靠性
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