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

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

Active Publication Date: 2020-02-25
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Summary
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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 and device, electronic equipment and computer readable storage medium
  • Task scheduling method and device, electronic equipment and computer readable storage medium
  • Task scheduling method and device, electronic equipment and computer readable storage medium

Examples

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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 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 can be applied to electronic devices. Optionally, the electronic device may be a server in a task scheduling management system, and the task scheduling management system is used to schedule, manage and process tasks in the task queue of each user.

[0029] Wherein, the task scheduling management system may include a plurality of servers, and these servers constitute the server cluster of the task scheduling management system. The tasks to be scheduled in the queue are scheduled in descending order of priority. Meanwhile, after the master server schedules the task to be scheduled, the sl...

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Abstract

Embodiments of the invention provide a task scheduling method and apparatus, an electronic device and a computer readable storage medium. The method comprises the steps of obtaining a target task queue, wherein the target task queue is a task queue comprising at least one to-be-scheduled task; and sequentially scheduling the to-be-scheduled tasks in the target task queue according to the sequenceof the priorities of the to-be-scheduled tasks in the target task queue from high to low. According to the embodiment of the invention, task scheduling of different priorities can be supported, so that flexible task priority scheduling can be realized, and the flexibility of task scheduling is improved.

Description

technical field [0001] The present invention relates to the technical field of cloud computing, in particular to a task scheduling method, device, electronic equipment and computer-readable storage medium. Background technique [0002] The training of large-scale deep learning models or massive data is usually managed and scheduled based on containers, for example, using Kubernetes or Mesos container management systems for scheduling. [0003] The task scheduling of the existing container management system usually schedules the 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. Contents of the invention [0005] The purpose of the embodiments of the present invention is to provide a task scheduling method, devic...

Claims

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Application Information

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Patent Type & Authority Applications(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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