Extending IoT/M2M system scalability by network slicing

David de la Bastida, F. Lin
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引用次数: 2

Abstract

In this research, we have extended our initial effort in cloud-based IoT/M2M system scalability and developed a more robust solution by considering diverse QoS requirements from various IoT/M2M traffic patterns. Though our initial effort created a highly scalable architecture for IoT/M2M platforms based on OpenStack, it treated all IoT/M2M traffic without any discrepancy in the same underlying network (i.e. in the same network slice). Now, by leveraging software-defined networking in OpenStack and by using our traffic-slice optimal matching algorithm, we can direct different types of IoT traffic to feasible network slices in terms of QoS. Our experiments show that when compared with a system without network slicing, our scalability system performs better in terms of response time, power consumption, and computational cost.
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通过网络切片扩展IoT/M2M系统的可扩展性
在这项研究中,我们扩展了基于云的物联网/M2M系统可扩展性的初始工作,并通过考虑来自各种物联网/M2M流量模式的不同QoS要求,开发了更强大的解决方案。虽然我们最初的努力是为基于OpenStack的IoT/M2M平台创建一个高度可扩展的架构,但它在同一底层网络(即同一网络片)中处理所有IoT/M2M流量时没有任何差异。现在,通过利用OpenStack中的软件定义网络,并使用我们的流量切片最优匹配算法,我们可以根据QoS将不同类型的物联网流量引导到可行的网络切片。我们的实验表明,与没有网络切片的系统相比,我们的可扩展性系统在响应时间、功耗和计算成本方面表现更好。
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