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Resource scheduling method, device, and computer-readable storage medium

A resource scheduling and computer program technology, applied in the field of communication, can solve problems such as unreasonable path planning, uneven task allocation, idle waste of field resources, etc., and achieve the goal of avoiding uneven task allocation, improving resource scheduling efficiency, and reasonable task allocation Effect

Active Publication Date: 2022-07-29
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the process of task allocation, it is easy to have uneven task allocation and idle resources in the field; in the process of path planning, whether the planning is reasonable depends on the optimization experience of the field personnel and the familiarity with the area, and there is a lack of standardized planning process
[0004] In summary, the existing resource scheduling schemes are prone to uneven task distribution and unreasonable path planning, which in turn leads to low resource scheduling efficiency.

Method used

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  • Resource scheduling method, device, and computer-readable storage medium
  • Resource scheduling method, device, and computer-readable storage medium
  • Resource scheduling method, device, and computer-readable storage medium

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Experimental program
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Embodiment approach

[0067] In this embodiment, when the number of tasks in the task group to be processed is greater than or equal to the second preset value, it can be considered as a larger task cluster. Assuming that the second preset value is 10 and M≥10, the genetic algorithm is used. Do path planning. The specific implementation of path planning using genetic algorithm is as follows:

[0068] Step 4020: Establish an initial population C={c with a size of N=5M 1 ,c 2 …c N }, each element in the set C represents a path to traverse the task, such as c 1 =(1,2...M), which means that the path is q 0 -q 1 -q 2 -q 2 …q M , it should be noted that the traversed path in this embodiment always starts from the starting point q 0 start. For the initial population C, the elements it contains are called individuals, and the individual c i task q in i the priority of adopting means that for all individuals c i Have This ensures that the traversal path is from high priority to low priority. ...

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Abstract

Embodiments of the present application provide a resource scheduling method, device, and computer-readable storage medium. The method includes: acquiring a task set, where the task set includes a plurality of tasks to be processed; based on the geographic locations of the plurality of tasks to be processed and the number of available resource groups, clustering the plurality of tasks to be processed to obtain a plurality of tasks to be processed Process task groups; assign resource groups to multiple to-be-processed task groups; plan routes for multiple tasks in the to-be-processed task groups, so that the resource groups process each to-be-processed task according to the planned route. The embodiments of the present application can improve resource scheduling efficiency.

Description

technical field [0001] The embodiments of the present application relate to the field of communications technologies, and in particular, to a resource scheduling method, device, and computer-readable storage medium. Background technique [0002] With the increasing demand for wireless network services, the scale and complexity of wireless networks also need to be continuously expanded. In this case, in order to provide high-quality networks and improve users' online experience, the workload of wireless network optimization has also increased significantly. The optimization of the wireless network requires the use of external resources for testing, adjustment, and investigation. [0003] The traditional outfield resource scheduling method is roughly divided into four processes: task allocation, path planning, task execution and task feedback. At present, outfield resource scheduling is mainly performed by manual task allocation, and then the outfield resource group performs ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06Q10/04G06Q50/32
CPCG06Q10/06311G06Q10/06313G06Q10/047G06Q50/60
Inventor 姚瀚杨翊苗岩梁师铭柯腾辉戴鹏周壮程小闯蔡勇王志铭
Owner CHINA UNITED NETWORK COMM GRP CO LTD