期刊
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
卷 184, 期 -, 页码 -出版社
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jpdc.2023.104794
关键词
Energy monitoring on distributed computers; Smart low-cost wattmeter; Open energy meter; Smart meter; Energy -aware computing
This paper presents the design and implementation of a low-cost energy monitoring system that synchronously collects the energy consumption of multiple devices using a specially designed wattmeter, and utilizes widely used technologies and tools in the Internet of Things for implementation.
This paper presents the design and implementation of a low-cost system oriented to the synchronised and realtime surveillance and monitoring of electrical parameters of different computer devices. To measure energy consumption in a computer system, it is proposed to use, instead of a general-purpose wattmeter, one designed ad-hoc and synchronously collects the energy consumption of its various nodes or devices. The implementation of the devised system is based on the confluence of several technologies or tools widely used in the Internet of Things. Thus, this article the intelligent objects are the power meters, whose connections are based on the lowcost ESP32 microcontroller. The message transmission between devices is carried out with the standard message queuing telemetry transport (MQTT) protocol, the measurements are grouped in a database on an InfluxDB server that store the sensor data as time series, and Grafana is used as a graphical user interface. The efficiency of the proposed energy monitoring system is demonstrated by the experimental results of a real application that successfully and synchronously records the voltage, current, active power and cumulative energy consumption of a distributed cluster that includes a total of 60 cores.
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