物联网中雾和设备节点的节能模型

R. Oma, Shigenari Nakamura, T. Enokido, M. Takizawa
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引用次数: 21

摘要

在物联网(IoT)中,传感器和执行器等各种类型和大量的设备与服务器云互联。在这里,包括传感器创建的图像等多媒体数据在内的大量数据通过网络传输到云中的服务器。服务器中的进程决定动作,并在实时等时间限制下将动作发送给执行器。然而,网络中传输的数据量巨大,服务器负载过重。在物联网中,云和设备之间引入了一个名为雾层的中间层来克服困难。在传统的云计算系统中,要在服务器上完成的处理和要存储的数据分布到雾节点,而集中在云中的服务器上。在本文中,我们提出了一个线性物联网模型,将过程和数据部署到物联网中的设备、雾节点和服务器上,从而降低节点的总能耗。我们在评估中显示物联网模型的总电能小于云模型。
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An Energy-Efficient Model of Fog and Device Nodes in IoT
Various types and huge number of devices like sensors and actuators are interconnected with clouds of servers in IoT (Internet of Things). Here, a large volume of data including multimedia data like image created by sensors are transmitted to servers in clouds through networks. Processes in servers decide on actions and send the actions to actuators under time constraints like realtime one. However, huge volume of data are transmitted in networks and servers are heavily loaded. An intermediate layer named fog layer is introduced between clouds and devices in IoT to overcome the difficulties. Processing to be done and data to be stored in servers are distributed to fog nodes while centralized on servers in clouds in traditional cloud computing systems. In this paper, we newly propose a linear IoT model to deploy processes and data to devices, fog nodes, and servers in IoT so that the total electric energy consumption of nodes can be reduced. We show the total electric energy of the IoT model is smaller than the cloud model in the evaluation.
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