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Data analysis method and device based on device cluster

A data analysis and equipment technology, applied in the field of data processing, can solve problems such as uneven data processing capabilities, intelligent data analysis, and inability to realize monitoring functions, so as to achieve intelligent analysis and improve utilization.

Pending Publication Date: 2021-10-08
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, the processing capabilities of the back-end devices on the data sent by the front-end cameras are uneven. For some devices with low processing performance, when the amount of resources required for intelligent analysis of the received data exceeds the amount of resources it can provide , the received data cannot be intelligently analyzed, such as face recognition, body temperature recognition, intelligent video surveillance (Intelligent Video Surveillance, IVS), etc., so that the monitoring function cannot be realized

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  • Data analysis method and device based on device cluster
  • Data analysis method and device based on device cluster
  • Data analysis method and device based on device cluster

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Embodiment Construction

[0042]In order to make the purpose, technical solutions and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings. Obviously, 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 without making creative efforts belong to the scope of protection of this application.

[0043] Embodiments of the present application will be described in detail below in conjunction with the accompanying drawings.

[0044] figure 1 It exemplarily shows the architecture diagram of the device cluster system provided by the embodiment of the present application; figure 1 As shown, multiple devices in the same LAN are connected to each other through a wireless network to form a device cluster. Each device has a different ability to intelligently analyze ...

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Abstract

The invention relates to the technical field of data processing, and provides a data analysis method and device based on a device cluster. The method comprises the steps: a first device in the device cluster monitors a push message sent by each second device, and determines at least one target second device meeting an analysis condition according to the monitored push message; a data analysis request is respectively sent to at least one target second device; after point-to-point connection with at least one target second device is established, to-be-analyzed data is sent to the at least one target second device, an intelligent analysis result returned by the at least one target second device is received, wherein the number of resources needed by the first device reaches the upper limit of available resources of the first device, the number of used resources of the second device is smaller than the upper limit of available resources of the second device. The intelligent analysis task of the first device is shared by the number of remaining resources shared by the second device through the device cluster, the intelligent analysis performance of the first device is improved, and the resource utilization rate of the second device is increased.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a method and equipment for data analysis based on equipment clusters. Background technique [0002] With the rapid development of video surveillance technology, users' demands for high-definition, networked, large-scale access and reliability of surveillance are constantly increasing. Many projects need to connect thousands or even tens of thousands of front-end cameras, and the amount of data transmitted larger. The continuous development of Internet technology has improved the network transmission capacity, thereby ensuring the transmission efficiency of data in video surveillance technology. [0003] However, the processing capabilities of the back-end devices on the data sent by the front-end cameras are uneven. For some devices with low processing performance, when the amount of resources required for intelligent analysis of the received data exceeds t...

Claims

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Application Information

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IPC IPC(8): G06F9/50G06F9/54G06F21/32
CPCG06F9/5005G06F9/5061G06F9/544G06F21/32
Inventor 陈颖奇
Owner ZHEJIANG DAHUA TECH CO LTD