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A cloud service integrated scheduling optimization system and method integrating edge facilities

An edge server and cloud service technology, applied in the field of communication, to achieve the effect of optimizing system efficiency, reducing bandwidth load, and improving scheduling efficiency

Active Publication Date: 2022-08-05
UNIV OF ELECTRONICS SCI & TECH OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Aiming at the above-mentioned deficiencies in the prior art, the present invention provides a cloud service integrated scheduling optimization system and method for integrating edge facilities, which solves the problem of how to efficiently call available resources in the prior art

Method used

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  • A cloud service integrated scheduling optimization system and method integrating edge facilities
  • A cloud service integrated scheduling optimization system and method integrating edge facilities
  • A cloud service integrated scheduling optimization system and method integrating edge facilities

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Embodiment 1

[0072] like figure 1 As shown, the present invention provides a cloud service integrated scheduling optimization system integrating edge facilities, including a terminal device, an edge server connected to the terminal device, and several edge resource devices and cloud servers connected to the edge server respectively. The terminal device is used to trigger the scheduling behavior of the edge server by submitting the task data to the cloud server, and extract the initial feature vectors of the task data and the supplementary task data respectively, and fuse the extracted initial feature vectors to obtain the final feature vector; The edge server is used to classify tasks according to the final feature vector, and use the DAG scheduling diagram to perform sub-task processing on different task categories, and send the sub-tasks to edge resource devices or upload them to the cloud server; edge Resource equipment, used to perform parallel operations on different task categories; ...

Embodiment 2

[0077] like figure 2 As shown, based on the above system, the present invention also provides a comprehensive scheduling optimization method for cloud services integrating edge facilities, and the implementation method is as follows:

[0078] S1. Submit task data to the cloud server through the terminal device, triggering the scheduling behavior of the edge server;

[0079] In this embodiment, when a terminal device needs to submit a task to the cloud server for processing, the scheduling behavior of the edge server is triggered, and the terminal device enters the state of submitting the task and task data to the edge server.

[0080] S2. Use the edge server to retrieve the task data in the data history database, and determine whether the same task data exists. If so, call the corresponding historical scheduling information in advance as the supplementary task data, and go to step S3, otherwise, go directly to the step S3;

[0081] In this embodiment, after the terminal enter...

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Abstract

The invention provides a cloud service comprehensive scheduling optimization system and method integrating edge facilities, belonging to the field of communication technology, comprising terminal equipment, an edge server connected with the terminal equipment, and edge resource equipment connected with the edge server respectively and Cloud server. The invention extracts various features from the tasks uploaded by the terminal facility through pattern recognition for classification, and then uses the running state data features to carry out reinforcement learning mechanism correction and classification to realize scheduling. When running tasks, the edge server maintains control and control over edge resources. Monitoring, resource allocation and scheduling, so as to make full use of system resources, optimize system efficiency, effectively reduce core network bandwidth load, improve overall system resource utilization, improve task execution efficiency, and make up for cloud computing system centers through edge computing equipment and technologies Tasks that cannot meet the delay requirements caused by the transformation.

Description

technical field [0001] The invention belongs to the field of communication technologies, and in particular relates to a cloud service integrated scheduling optimization system and method integrating edge facilities. Background technique [0002] With the rapid development of technologies such as the Internet of Things, 5G communications, and wireless networks, the number of devices connected to the edge of the network has grown rapidly, and the data generated by devices at the edge of the network has also shown an explosive growth trend. According to Cisco's forecast, the number of wireless devices connected to the network will exceed 50 billion in 2020, and according to IDC (Internet Data Center), the total global data volume will also exceed 40ZB in 2020. In this case, the centralized processing method centered on the cloud computing model will not be able to adapt to the explosive growth of edge data. [0003] Cloud computing is the basic framework for implementing edge ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q10/06G06K9/62H04L67/10
CPCG06Q10/04G06Q10/0631H04L67/10G06F18/23213G06F18/213G06F18/24
Inventor 文军徐浩翔张汪
Owner UNIV OF ELECTRONICS SCI & TECH OF CHINA
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