Design method for multi-cloud heterogeneous mobile edge computing system architecture and energy optimization
An edge computing and system architecture technology, applied in the field of cloud data, can solve problems such as insufficient utilization of mobile edge computing resources
Active Publication Date: 2021-06-18
PEKING UNIV
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[0005] The embodiment of the present application provides a multi-cloud heterogeneous mobile edge computing system architecture and energy-optimized design method, equipment, and storage medium, which intends to solve the problem of insufficient resource utilization by mobile edge computing and compete with multiple cloud platforms for multi-cloud mobile edge computing Problems of computing resources and transmission resources of edge devices and mobile edge computing servers in the system, and make reasonable allocation of computing resources and transmission resources in multi-cloud heterogeneous mobile edge computing systems
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[0075] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.
[0076] The existing mobile edge computing network is roughly divided into: a two-layer network structure composed of edge devices and mobile edge computing servers (MEC servers), and a single cloud three-layer network structure consisting of a single cloud platform, edge devices, and mobile edge computing servers (MEC servers). layer network.
[0077] Whether it is a two-layer network structure composed of edge devices and mobile edge computing servers (MEC servers), or a ...
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This application provides a multi-cloud heterogeneous mobile edge computing system architecture and energy optimization design method, equipment, and storage medium, involving the field of cloud data technology, and intends to solve the competition between multiple cloud platforms for edge devices and resources in the multi-cloud heterogeneous mobile edge computing system. The problem of computing resources and transmission resources of heterogeneous mobile edge servers. The multi-cloud heterogeneous mobile edge computing system architecture is a three-layer network structure composed of edge device layer, mobile edge computing server layer and cloud platform layer. Determine multiple joint action pairs that contain actions with the highest probability in the joint action pair matrix; determine the best joint action pair based on the cumulative reward values of multiple joint action pairs; couple the best joint action pair to the target cloud platform that needs to be executed The action is determined as the coupling action to be executed; the energy value consumed by the target cloud platform to execute the coupling action to be executed is obtained, and the coupling actions executed by other cloud platforms at the same time are obtained; the cumulative reward value for executing the joint action pair.
Description
technical field [0001] The present application relates to the technical field of cloud data, in particular to a multi-cloud heterogeneous mobile edge computing system architecture and energy optimization design method, device and storage medium. Background technique [0002] With the development of the Internet of Things, core network computing is facing huge network traffic pressure and computing pressure, which can provide multiple purposes, and mobile edge computing that reduces core network traffic pressure and computing pressure has emerged as the times require. [0003] The existing mobile edge computing network is roughly divided into: a two-layer network structure consisting of edge devices and mobile edge computing servers (MEC servers), and a three-layer network consisting of a single cloud platform, edge devices, and mobile edge computing servers (MEC servers). . [0004] Among them, the computing resources of the two-tier network structure are not fully utilized...
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IPC IPC(8): H04W28/08G06F9/50
CPCG06F9/5072G06F2209/502H04W28/08Y02D10/00Y02D30/70
Inventor 宋令阳张雨童邸博雅边凯归
Owner PEKING UNIV