IT equipment non-IT energy consumption metering and cost sharing method and electronic device
A technology of energy consumption measurement and measurement method, which is applied in calculation, data processing applications, instruments, etc., can solve the problems of low measurement accuracy and failure to fully consider various influencing factors, and achieve the effect of improving accuracy and reliability
Pending Publication Date: 2021-02-02
INST OF INFORMATION ENG CHINESE ACAD OF SCI
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Problems solved by technology
[0004] The present invention provides a method for measuring and apportioning non-IT energy consumption of IT equipment, and an electronic device. The non-IT energy consumption is measured through a deep learning method, which solves the problems in related technologies that do not fully consider various influencing factors, The problem of low measurement accuracy caused by making measurement decisions based on experience only
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[0040] The present invention will be described in detail below in conjunction with examples.
[0041] figure 1 It is a flowchart of a method for measuring non-IT energy consumption of IT equipment and cost allocation provided by the present invention, wherein the IT equipment includes servers or virtual machines.
[0042] The non-IT energy consumption measurement method of the server of the present invention comprises the following steps:
[0043] Step 101, acquire IT energy consumption, temperature and location information of all servers. Wherein, the location information of the server can be simply expressed by the three-dimensional coordinates of the server in the computer room. As known to those skilled in the art, the IT energy consumption data of the server can be obtained through a power meter, and the temperature data of the server can also be obtained through software and hardware;
[0044] Step 102, using the acquired server information to perform feature extracti...
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The invention discloses an IT equipment non-IT energy consumption metering and cost sharing method and an electronic device, which are suitable for a system composed of at least two IT equipment and non-IT equipment of the same kind, and comprise the following steps: inputting collected information of each IT equipment into a feature extraction network, extracting interactive features between adjacent servers, and inputting the interaction characteristics into an automatic encoder network to obtain a non-IT energy consumption metering result of each IT device. According to the method and the device, the problems that the corresponding non-IT energy consumption is roughly calculated only based on the energy consumption of the server / virtual machine and other influence factors are not fullyconsidered in the prior art are solved, so that the accuracy and reliability of a metering result are improved.
Description
technical field [0001] The invention relates to the field of data centers, in particular to a method for measuring non-IT energy consumption of IT equipment and cost allocation and an electronic device. Background technique [0002] Energy consumption metering has always been an important issue in data center energy management. The energy of the data center is mainly consumed by IT equipment and non-IT equipment. IT equipment mainly includes servers and switches, and non-IT equipment mainly includes cooling and power supply systems. Under normal circumstances, the total energy consumption of non-IT equipment accounts for about half of the total energy consumption of the data center. Therefore, the energy consumption measurement of non-IT equipment has gradually become the focus of research. However, accurate and fine-grained non-IT energy consumption measurement for servers and virtual machines in the data center is very challenging. The main reason is that non-IT equipment...
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IPC IPC(8): G06Q50/06G06Q10/06G06N3/04
CPCG06Q50/06G06Q10/0639G06N3/045
Inventor 周碧玉虎嵩林张维钢韩冀中
Owner INST OF INFORMATION ENG CHINESE ACAD OF SCI