A data collaborative processing method and device

A data collaboration and processing method technology, applied in the direction of electric digital data processing, multi-programming device, hardware redundancy for data error detection, etc., can solve the problems of reducing the processing delay and energy loss of the fog computing system, and achieve Fast decision-making adaptability, the effect of reducing processing delay and energy consumption

Active Publication Date: 2021-11-23
北京中科金马科技股份有限公司
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  • Abstract
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  • Claims
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Problems solved by technology

[0004] In view of this, the purpose of this application is to provide a data collaborative processing method and device for solving the problem of how to reduce the overall processing delay and energy loss of the fog computing system in the prior art

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  • A data collaborative processing method and device
  • A data collaborative processing method and device
  • A data collaborative processing method and device

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Embodiment Construction

[0054] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without...

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Abstract

The present application provides a data collaborative processing method and device, which are applied to a data coordinated processing system. The data coordinated processing system includes: a mobile device and a fog node. The method includes: the mobile device obtains the data to be processed, and the The data to be processed is sent to multiple fog nodes whose coverage includes the current location of the mobile device; after receiving the data to be processed, the multiple fog nodes select a distance from the multiple fog nodes Move the device to the nearest target fog node, and establish a processing task for the data to be processed in the target fog node; if the current processing resource of the target fog node cannot handle the processing task, according to the current processing resource According to the fault type, the processing plan for the processing task is determined through the preset deep reinforcement learning network DQN algorithm; the target fog node cooperates with the cooperative fog node to process the processing according to the processing method in the processing plan Task.

Description

technical field [0001] The present application relates to the field of data processing of the Internet of Things, and in particular, to a data collaborative processing method and device. Background technique [0002] Fog computing is a horizontal system-level architecture that distributes computing, storage, control, and networking functions closer to users at relay points between the cloud and things. IoT systems often require big data analytics, anomaly detection, and real-time responses to reliably deliver "smart" services. Fog computing can better advance these tasks, so that data processing can be performed at the most appropriate location, thereby minimizing delay and energy consumption, and the reduced delay can also provide mobility support for IoT applications. Since the cloud services that each fog node can host are limited, and the processing requests that can be loaded are also limited, when the request cannot be processed by the local fog node, in order to ensu...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/20G06F9/50
CPCG06F9/5072G06F11/203G06F2209/509
Inventor 方兴黄泽锋杨永斌闫振宇周长兵
Owner 北京中科金马科技股份有限公司
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