An energy efficiency evaluation method and device for a cloud edge collaborative network, equipment and a storage medium

Abstract

The invention provides an energy efficiency evaluation method and device for a cloud edge collaborative network, equipment and a storage medium. The method comprises the following steps: acquiring a measured value and a true value of at least one index parameter of the cloud edge collaborative network; establishing an energy efficiency evaluation hierarchy of the cloud edge collaborative network, and analyzing each hierarchy to obtain an initial weight of each index parameter; performing regression training on the initial weight of the at least one index parameter based on a logistic regression model and the measured value and the true value of the at least one index parameter to obtain the trained weight of the at least one index parameter; and evaluating the energy efficiency of the cloud edge collaborative network by using the trained weight and the measured value of the at least one index parameter to obtain an evaluation result. According to the invention, the dependence of the evaluation process on manpower is reduced, the energy efficiency evaluation can be carried out more objectively, and the realization of a cloud edge coordination network structure with high energy efficiency is facilitated.

Description

technical field [0001] One or more embodiments of the present disclosure relate to the technical field of cloud-edge collaborative network, and in particular, to the evaluation of energy efficiency of cloud-edge collaborative network. Background technique [0002] With the continuous development of cloud-edge collaborative architecture, its energy consumption has become an important factor that cannot be ignored. How to balance the complex constraint relationship between performance and QoS energy consumption, and realize a cloud-edge collaborative network architecture with high performance, low power consumption and QoS guarantee, has become an important problem to be solved urgently. However, the traditional evaluation method is usually calculated based on the subjective evaluation of experts, which relies heavily on people, cannot objectively evaluate the effectiveness of the network, and the estimation results cannot be quantified. Therefore, in order to achieve a high-...

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Problems solved by technology

[0003] In view of this, the purpose of one or more embodiments of the present disclosure is to propose a method, device, device, and storage medium for evaluating the energy efficiency of a cloud-edge collaborative network, so as to at least solve the above problems that cannot be integrated objectively, quantifiably, and manageably. One of the problems in evaluating energy efficiency in cloud environment

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