Adaptive scheduling method and device and computer readable storage medium

A scheduling method and self-adaptive technology, applied in the field of communication, can solve the problems of complex smart services of front-end equipment and inability to cope with dynamic changes in data processing volume

Pending Publication Date: 2020-10-23
ZHEJIANG DAHUA TECH CO LTD
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Problems solved by technology

[0002] With the development of deep learning-related intelligent algorithms, the application of intelligent services is becoming wider and wider, and intelligent algorithms can perform more and more functions. Usually, a complex intelligent service function is completed by multiple different intelligent algorithms in sequence; in In the security application scenario, the intelligent services that need to be carried in the front-end equipment and the back-end equipment are becoming more and more complex, and the hardware units used for algorithm processing in a corresponding eq

Method used

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  • Adaptive scheduling method and device and computer readable storage medium
  • Adaptive scheduling method and device and computer readable storage medium
  • Adaptive scheduling method and device and computer readable storage medium

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Embodiment Construction

[0016] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0017] Heterogeneous Computing In order to allow multiple intelligent algorithms required by a complex intelligent business to run reasonably on different hardware units on the device, how to reasonably allocate hardware resources for each algorithm node and maximize the picture / video processing performance of the business (real-time , throughput, etc.) are the main goals of heterogeneous computing platforms.

[0018] In current edge-end intelligent devices, m...

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Abstract

The invention discloses an adaptive scheduling method and device, and a computer readable storage medium, and the method comprises the steps of initializing the calculation resources of each algorithmnode, and setting an adaptive adjustment time interval; counting the task load of each algorithm node in a time interval; and allocating new computing resources to each algorithm node according to the task load, the computing resources of each piece of programmable hardware and the computing load required for executing the algorithm program, and controlling each piece of programmable hardware toexecute the algorithm program corresponding to each algorithm node according to the new computing resources. By means of the mode, allocation of computing resources can be adjusted in an adaptive mode, and the processing speed of an algorithm program is increased.

Description

technical field [0001] The present application relates to the technical field of communications, and in particular to an adaptive scheduling method, device, and computer-readable storage medium. Background technique [0002] With the development of deep learning-related intelligent algorithms, the application of intelligent services is becoming wider and wider, and intelligent algorithms can perform more and more functions. Usually, a complex intelligent service function is completed by multiple different intelligent algorithms in sequence; in In the security application scenario, the intelligent services that need to be carried in the front-end equipment and the back-end equipment are becoming more and more complex, and the hardware units used for algorithm processing in a corresponding equipment also have different computing performance, and the processing performance usually pursues throughput (unit The number of pictures processed in time), under the premise of pursuing ...

Claims

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Application Information

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IPC IPC(8): G06F9/50
CPCG06F9/5083
Inventor 周健
Owner ZHEJIANG DAHUA TECH CO LTD
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