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Task scheduling method, device, electronic device, and computer-readable storage medium

A task scheduling and task technology, applied in the field of cloud computing, can solve problems such as poor task scheduling flexibility, insufficient operating resources, and inability to achieve task scheduling, and achieve the effect of flexible task priority scheduling and improved flexibility.

Active Publication Date: 2022-05-24
BEIJING QIYI CENTURY SCI & TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0003] The task scheduling of the existing container management system usually schedules tasks according to the order of time submission. However, in the case of insufficient running resources and many training tasks, it cannot achieve flexible task scheduling.
[0004] Therefore, there is a problem that the flexibility of task scheduling is relatively poor in the existing container management system

Method used

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  • Task scheduling method, device, electronic device, and computer-readable storage medium
  • Task scheduling method, device, electronic device, and computer-readable storage medium
  • Task scheduling method, device, electronic device, and computer-readable storage medium

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Embodiment Construction

[0026] The technical solutions in the embodiments of the present invention will be described below with reference to the accompanying drawings in the embodiments of the present invention.

[0027] First, the task scheduling method provided by the embodiment of the present invention is described.

[0028] It should be noted that, the task scheduling method provided by the embodiment of the present invention may be applied to an electronic device. Optionally, the electronic device may be a server in a task scheduling management system, and the task scheduling management system is configured to perform scheduling management and task processing on tasks in the task queues of each user.

[0029] The task scheduling management system may include a plurality of servers, and these servers constitute a server cluster of the task scheduling management system, and the embodiment of the present invention is applied to the master control server in the server cluster, and is used to monitor...

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Abstract

An embodiment of the present invention provides a task scheduling method, device, electronic device, and computer-readable storage medium. The method includes: acquiring a target task queue; wherein, the target task queue is a task queue including at least one task to be scheduled ; Scheduling the to-be-scheduled tasks in the target task queue sequentially according to the descending order of the priority of the tasks to be scheduled in the target task queue. The embodiments of the present invention can support task scheduling with different priorities, so as to realize flexible task priority scheduling and improve the flexibility of task scheduling.

Description

technical field [0001] The present invention relates to the technical field of cloud computing, and in particular, to a task scheduling method, apparatus, electronic device and computer-readable storage medium. Background technique [0002] The training of large-scale deep learning models or massive data is usually managed and scheduled in the form of containers, for example, using the container management system of Kubernetes or Mesos for scheduling. [0003] The task scheduling of the existing container management system usually schedules tasks according to the order of time submission. However, in the case of insufficient operating resources and many training tasks, it cannot achieve flexible task scheduling. [0004] Therefore, there is a problem that the flexibility of task scheduling is relatively poor in the existing container management system. SUMMARY OF THE INVENTION [0005] The purpose of the embodiments of the present invention is to provide a task scheduling...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/48G06F9/50
CPCG06F9/4881G06F9/5038G06F2209/5021
Inventor 张磊
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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