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Edge-cloud collaborative micro-service scheduling method and device and equipment

A scheduling method and micro-service technology, applied in the field of service scheduling, can solve the problems of server overload, limited computing resources, and increase the computing pressure of edge servers, and achieve the effect of relieving computing pressure and low latency.

Active Publication Date: 2021-12-21
HUAQIAO UNIVERSITY
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the limited computing resources of the edge server, deploying all services on the edge server will increase the computing pressure of the edge server, which will easily cause server overload and affect the quality of service.

Method used

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  • Edge-cloud collaborative micro-service scheduling method and device and equipment
  • Edge-cloud collaborative micro-service scheduling method and device and equipment
  • Edge-cloud collaborative micro-service scheduling method and device and equipment

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Embodiment Construction

[0069] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0070] In order to better understand the technical solutions of the present invention, the embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0071] It should be clear that the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary ski...

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Abstract

The invention provides an edge-cloud collaborative micro-service scheduling method and device and equipment, and aims at optimizing the service completion time and the resource utilization rate of an edge server by decoupling an application service program into a plurality of micro-services based on an improved particle swarm optimization algorithm. A micro-service scheduling strategy for realizing multi-objective optimization is finally obtained through continuous iteration. On one hand, service execution is close to a data source as far as possible through service scheduling, and the low-delay requirement of a user is met; and on the other hand, micro-services of part of non-delay sensitive applications are scheduled to a cloud server, so that the calculation pressure of an edge server is well relieved, and the problem that the edge server is overloaded and the service quality is influenced is avoided.

Description

technical field [0001] The present invention relates to the field of service scheduling, in particular to a microservice scheduling method, device and equipment for edge-cloud collaboration. Background technique [0002] With the rapid development of the Internet of Things and 5G networks, a variety of edge applications (such as Internet of Vehicles, augmented / virtual reality, etc.) have emerged, and these emerging edge applications have extremely high requirements for latency. However, most of the traditional software systems adopt a monolithic architecture, that is, all the functional modules of the application service program are encapsulated in a jar package, and then deployed on a cloud server as a whole, and the centralized data management mode is adopted to provide mobile users with computing services. If all the massive edge data generated by these clients are uploaded to the cloud server for processing, it will inevitably occupy a large number of network connection...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F9/50G06N3/00
CPCG06F9/4881G06F9/5072G06N3/006G06F2209/502G06F2209/5017Y02D10/00
Inventor 彭凯游家明
Owner HUAQIAO UNIVERSITY
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