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Assignment of IoT Nodes to Edge Computing Devices in Internet of Things

机译:将物联网节点分配给物联网中的边缘计算设备

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The Internet of Things (IoT) is a concept of computing that describes the idea of connecting physical objects to the internet. In general, IoT is a network of devices every object is connected through internet or some non-internet oriented connections like Bluetooth, ZigBee, etc. It features an IP address for Internet connectivity, and the communication occurs between these objects and other Internet-enabled devices and systems. IoT is typically used to monitor real time environment and hence generates huge volume of data. The cloud is an attractive IoT data storage option due to its cost and capacity benefits. But for time critical applications, it may be a challenge. Edge computing is a solution to this problem. Edge computing refers to computing data near to where it is created, at the edge of the network, instead of a central point far away. The computed and processed data is then sent to cloud. In order to achieve this, IoT nodes have to connect to the Edge computing devices. However, it is a challenge to identify the Edge Computing Device (ECD) to which each IoT node should connect. This work describes an approach to assign the IoT nodes to the ECDs based on a dynamic threshold value and a meta heuristic is applied to schedule the tasks so that the completion time is minimum. The results based on the simulation show the advantages of the proposed work.
机译:物联网(IoT)是一种计算概念,它描述了将物理对象连接到Internet的想法。通常,IoT是一个设备网络,每个对象都通过Internet或某些非面向Internet的连接(如Bluetooth,ZigBee等)连接。它具有用于Internet连接的IP地址,并且这些对象与其他支持Internet的通信之间进行通信设备和系统。物联网通常用于监视实时环境,因此会生成大量数据。由于其成本和容量优势,云是一种有吸引力的物联网数据存储选项。但是对于时间紧迫的应用程序,这可能是一个挑战。边缘计算是解决此问题的方法。边缘计算是指在网络边缘附近而不是在远离中心点的地方计算创建数据的位置。然后将计算和处理后的数据发送到云。为了实现这一目标,物联网节点必须连接到边缘计算设备。但是,确定每个物联网节点应连接到的边缘计算设备(ECD)是一个挑战。这项工作描述了一种基于动态阈值将IoT节点分配给ECD的方法,并应用了元启发法来安排任务,以使完成时间最短。基于仿真的结果表明了所提出工作的优势。

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