6PANview: Application performance conscious network monitoring for 6LoWPAN based WSNs

A. Bhadriraju, S. Bhaumik, Y. Lohith, M. Brinda, A. Svr, M. Hegde
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引用次数: 8

Abstract

6PANview[1] is a Wireless Sensor Network(WSN) monitoring system for 6LoWPAN/RPL networks which we developed as an overlay network for a WSN application. A monitoring system, while performing its operations for maintaining the health of the monitored network, must also be conscious of its impact on the application performance, and must strive to minimize this impact. To this end, we propose a centralized scheduling algorithm within 6PANview which non-intrusively analyzes application traffic arrival patterns at the base station, identifies network idle periods and schedules monitoring activities. The proposed algorithm finds those periodic sequences which are likely to have given rise to the pattern of arrivals seen at the base station. Parts of those sequences are then extended to coarsely predict future traffic and find epochs where low traffic is predicted, in order to schedule monitoring traffic or other activities at these times. We present simulation results for the proposed prediction and scheduling algorithm and its implementation as part of 6PANview. As an enhancement, we briefly talk about using 6PANview's overlay network architecture for distributed scheduling.
6PANview:基于6LoWPAN的wsn的应用性能意识网络监控
6PANview[1]是一个用于6LoWPAN/RPL网络的无线传感器网络(WSN)监控系统,它是我们为WSN应用开发的覆盖网络。监视系统在执行维护被监视网络健康的操作时,还必须意识到它对应用程序性能的影响,并且必须努力将这种影响最小化。为此,我们在6PANview中提出了一种集中调度算法,该算法可以非侵入式地分析基站的应用流量到达模式,识别网络空闲时间并调度监控活动。提出的算法找出那些可能导致在基站看到的到达模式的周期性序列。然后将这些序列的一部分扩展到粗略地预测未来的流量,并找到预测流量较低的时间段,以便在这些时间安排监控流量或其他活动。作为6PANview的一部分,我们给出了所提出的预测和调度算法及其实现的仿真结果。作为改进,我们简要讨论了使用6PANview的覆盖网络架构进行分布式调度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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