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Multi-node task scheduling method under high dynamic resource imbalance condition

A task scheduling and resource node technology, applied in resource allocation, multi-program device, program control design, etc., can solve problems such as uneven distribution of computing resources, interruption of services, complex task scheduling problems, etc., to improve computing efficiency and resources The effect of utilization

Inactive Publication Date: 2020-07-28
中科边缘智慧信息科技(苏州)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the dynamic nature, the current task scheduling technology cannot accurately calculate the task processing time of each node in advance, so it will be difficult for the current task scheduling technology to take the task execution time as the task scheduling goal
At present, the computing and transmission capacity of a single service center is limited, the number is huge and the resources are heterogeneous, and at the same time, it may suffer damage and interrupt services as time goes by
At the same time, due to the uneven distribution of computing resources in multiple service centers and service nodes, there are differences in the optimization goals of computing tasks, which makes the task scheduling problem more complicated.

Method used

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  • Multi-node task scheduling method under high dynamic resource imbalance condition
  • Multi-node task scheduling method under high dynamic resource imbalance condition
  • Multi-node task scheduling method under high dynamic resource imbalance condition

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Embodiment Construction

[0020] The following description serves to disclose the present invention to enable those skilled in the art to carry out the present invention. The preferred embodiments described below are only examples, and those skilled in the art can devise other obvious variations. The basic principles of the present invention defined in the following description can be applied to other embodiments, variations, improvements, equivalents and other technical solutions without departing from the spirit and scope of the present invention.

[0021] Those skilled in the art should understand that, in the disclosure of the present invention, the terms "vertical", "transverse", "upper", "lower", "front", "rear", "left", "right", " The orientations or positional relationships indicated by "vertical", "horizontal", "top", "bottom", "inner", "outer", etc. are based on the orientation or positional relationship shown in the drawings, which are only for the convenience of describing the present inven...

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Abstract

The invention provides a multi-node task scheduling method under a high dynamic resource imbalance condition. The method comprises the following steps: (a) decomposing each submitted computing task into a plurality of computing task components through a job manager, and (b) splitting each computing task component according to a dependency relationship, submitting the computing task components to ascheduling set in sequence, and monitoring the running condition of each computing task component through the job manager.

Description

technical field [0001] The invention relates to computer software technology, in particular to a multi-node task scheduling method. Background technique [0002] Under the condition of highly dynamic unbalanced resources, the computing resources, communication capabilities, load conditions and network topology of each node in the network change dynamically. Due to the dynamic nature, the current task scheduling technology cannot accurately calculate the task processing time of each node in advance, so it is difficult for the current task scheduling technology to take the task execution time as the task scheduling goal. At present, the computing and transmission capacity of a single service center is limited, the number is huge and the resources are heterogeneous, and at the same time, it may suffer damage and interrupt services as time goes by. At the same time, due to the uneven distribution of computing resources in multiple service centers and service nodes, there are di...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCG06F9/5088
Inventor 李新明刘斌
Owner 中科边缘智慧信息科技(苏州)有限公司
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