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Task allocation method and device, electronic equipment and storage medium

A task allocation and task technology, applied in the computer field, can solve problems affecting data processing efficiency, data processing capacity mismatch, AI algorithm data processing capacity is not fixed, etc., to achieve the effect of improving data processing efficiency and avoiding task overload

Pending Publication Date: 2021-08-10
HANGZHOU HIKVISION DIGITAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Although the above scheme can be used to assign different tasks to different algorithms, the actual data processing capability of the AI ​​algorithm is affected by the application environment, which leads to the fact that the actual data processing capability of the AI ​​​​algorithm is not fixed
Assigning tasks to AI algorithms based on fixed data processing capabilities in this way may cause a mismatch between the assigned tasks and the actual data processing capabilities of AI algorithms, thereby affecting data processing efficiency

Method used

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  • Task allocation method and device, electronic equipment and storage medium
  • Task allocation method and device, electronic equipment and storage medium
  • Task allocation method and device, electronic equipment and storage medium

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Embodiment Construction

[0080] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art based on this application belong to the scope of protection of this application.

[0081] In order to improve data processing efficiency, embodiments of the present application provide a task allocation method, device, electronic device, and storage medium, which will be described in detail below.

[0082] see figure 1 , figure 1 It is a schematic flowchart of a task allocation method provided in the embodiment of the present application. The method can be applied to electronic devices such as electronic computers and servers. The above task allocation method includes ...

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Abstract

The embodiment of the invention provides a task allocation method and device, electronic equipment and a storage medium, and relates to the technical field of computers. The method comprises the steps that resource information of computing resources provided by a data processing platform used for deploying an artificial intelligence AI algorithm is obtained, and data information of a to-be-processed data source is obtained; according to the resource information and the data information, the processing efficiency of the AI algorithm for processing the data in the data source under the data processing platform is determined, and the processing efficiency is used for representing the data volume of the data which can be processed by the AI algorithm in unit time; and tasks are assigned to the AI algorithm according to the processing efficiency of the AI algorithm. By applying the task allocation scheme provided by the embodiment of the invention, the data processing efficiency of the AI algorithm can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a task allocation method, device, electronic equipment and storage medium. Background technique [0002] With the rapid development of AI (Artificial Intelligence, artificial intelligence) technology, the application of AI algorithms is becoming more and more extensive. AI algorithms can be used to quickly and efficiently perform tasks such as detecting the license plate number of a vehicle in an image, recognizing a face in an image, and so on. [0003] In related technologies, different AI algorithms have different data processing capabilities. For example, usually complex AI algorithms process data at a slower speed, while simple AI algorithms process data at a faster speed. Different AI algorithms usually have fixed data processing capabilities in advance. According to the data processing capabilities set by the AI ​​algorithms, matching tasks can be assigned to ...

Claims

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Application Information

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IPC IPC(8): G06F9/48G06F9/50
CPCG06F9/4806G06F9/505Y02D10/00
Inventor 傅广怀
Owner HANGZHOU HIKVISION DIGITAL TECH