A Measurement Method Using Packets for Measuring the Processing Time of Edge and Cloud Applications

IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC IEICE Communications Express Pub Date : 2024-09-10 DOI:10.23919/comex.2024XBL0129
Che Huang;Hirotaka Ujikawa;Tomoya Hatano;Tatsuya Shimada;Tomoaki Yoshida
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Abstract

In use cases of IoT remote control, IoT applications such as image processing can be placed in the edge or cloud computing to reduce the cost of IoT devices. Additionally, end-to-end (E2E) communication quality including network quality and edge computing processing time is very important for IoT remote control. However, current measurement tools cannot measure the E2E quality directly when edge processing is involved. Therefore, the network quality and the processing time of edge applications need to be separately measured. Measuring the processing time of these applications requires not only modifications for each application in conventional methods but also complicated configuration work. Therefore, we propose a method to measure the processing time of edge applications by detecting packets embedded with unique identifiers, without requiring any configurations to applications. The implementation and evaluation results show that our method can accurately measure the processing time required on edge application.
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使用数据包测量边缘和云应用程序处理时间的测量方法
在物联网远程控制的使用案例中,图像处理等物联网应用可以放在边缘或云计算中,以降低物联网设备的成本。此外,包括网络质量和边缘计算处理时间在内的端到端(E2E)通信质量对于物联网远程控制非常重要。然而,目前的测量工具无法在涉及边缘处理时直接测量 E2E 质量。因此,需要分别测量边缘应用的网络质量和处理时间。测量这些应用的处理时间不仅需要对传统方法中的每个应用进行修改,还需要复杂的配置工作。因此,我们提出了一种通过检测嵌入唯一标识符的数据包来测量边缘应用处理时间的方法,而无需对应用进行任何配置。实施和评估结果表明,我们的方法可以精确测量边缘应用所需的处理时间。
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来源期刊
IEICE Communications Express
IEICE Communications Express ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
33.30%
发文量
114
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