异构物联网网络中的自适应负载均衡路由

Vijeth J. Kotagi, Fateh Singh, C. Siva Ram Murthy
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引用次数: 17

摘要

新兴的物联网(IoT)涉及对异构传感设备(IoT)产生的数据进行集成和转发。数据使用各种无线技术通过中间网关发送到物联网云中的应用服务器。使用传统的路由技术将数百万物联网设备连接到互联网会导致网关拥塞和过载,从而导致物联网网络吞吐量下降。为了提高吞吐量,文献中提出了使用多种无线技术进行并行数据传输,称为并行机会路由(POR)。然而,在POR中,从源网关到Internet的数据总是遵循相同的路径。这将导致某些网关的拥塞,进而影响吞吐量。因此,在本文中,我们提出了一种自适应和负载均衡路由技术,称为使用多技术和负载均衡器(ARMY-Lancer)的自适应路由,通过在整个网络中分配负载来最大化物联网网络的吞吐量。通过广泛的模拟,我们表明,就网络吞吐量和跨网关的平均负载而言,使用单一技术的ARMY-Lancer优于POR和负载均衡路由。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Load Balanced Routing in heterogeneous IoT networks
The emerging Internet of Things (IoT) involves integrating and forwarding data generated by heterogeneous sensing devices (IoT devices). The data is sent using various wireless technologies to application servers present in the IoT cloud via intermediate gateways. Using traditional routing techniques to connect millions of IoT devices to the Internet result in congestion and overloading of gateways leading to drop in throughput of IoT networks. To improve the throughput, the use of multiple wireless technologies for parallel data transmission known as Parallel Opportunistic Routing (POR) has been proposed in the literature. However, in POR the data from a source gateway to the Internet always follows the same path. This leads to congestion in certain gateways which in turn affects the throughput. Therefore, in this paper, we propose an adaptive and load balanced routing technique called Adaptive Routing using Multi-technologY and Load balancer (ARMY-Lancer) for maximizing IoT networks' throughput by distributing the load across the network. Through extensive simulations, we show that ARMY-Lancer outperforms POR and load balanced routing using a single technology in terms of network throughput and average load across the gateways.
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