A QoS aware message scheduling algorithm in Internet of Things environment

Saima Abdullah, Kun Yang
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引用次数: 38

Abstract

Internet of Things (IoT) is a novel approach of connecting things/objects and thus transmitting information from the physical world to control centres (or vice versa) where this information can be interpreted. Where majority of the research focuses on sensor technologies (including energy harvesting), communications and routing, this paper positions itself on a higher layer, i.e., message scheduling, which is more targeted towards service provisioning. In particular messages are classified into high priority (HP) and best effort (BE) and the corresponding Quality of Service (QoS) scheduling algorithm is proposed. Doing so will enable the IoT network to differ emergency messages from non-mission critical messages. In addition, network-layer routing algorithms are also taken into consideration in message scheduling, aiming to provide a more optimal solution by applying certain degree of cross-layer design methodology. Here sensor nodes are divided in IoT subgroups. Each subgroup has a broker delivering for all nodes and maintaining two queues for HP and BE messages respectively. QoS awareness is introduced in IoT subgroups by assigning traffic priorities and scheduling them with proposed algorithm making them energy efficient as well. Simulation results have shown the efficiency of the proposed algorithm.
一种物联网环境下感知QoS的消息调度算法
物联网(IoT)是一种连接事物/对象的新方法,从而将信息从物理世界传输到可以解释这些信息的控制中心(反之亦然)。大多数研究集中在传感器技术(包括能量收集)、通信和路由上,本文将自己定位在更高的层次上,即消息调度,它更有针对性地提供服务。特别地,将消息分为高优先级(HP)和最佳努力(BE),并提出了相应的服务质量(QoS)调度算法。这样做将使物联网网络能够将紧急消息与非关键任务消息区分开来。此外,在消息调度中还考虑了网络层路由算法,旨在通过一定程度的跨层设计方法提供更优的解决方案。在这里,传感器节点被划分为物联网子组。每个子组都有一个代理,为所有节点提供服务,并分别为HP和BE消息维护两个队列。在物联网子组中引入QoS感知,通过分配流量优先级并使用提出的算法进行调度,使其节能。仿真结果表明了该算法的有效性。
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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