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Distributed information processing method and device

An information processing method and distributed processing technology, applied in the computer field, can solve problems such as high requirements for computing node resource configuration, poor and efficient deployment of computing model programs, and low efficiency of stand-alone operation, so as to reduce resource configuration requirements, The effect of improving calculation speed and calculation performance

Active Publication Date: 2020-11-03
SHANGHAI ICEKREDIT INC
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] At present, most of the model calculation process is single-machine deployment and single-machine calculation, which leads to poor and efficient deployment of calculation model programs, and low efficiency of single-machine operation, which requires high resource allocation for computing nodes.

Method used

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  • Distributed information processing method and device
  • Distributed information processing method and device

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Embodiment Construction

[0038] 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. It should be understood that the appended The figures are only for the purpose of illustration and description, and are not used to limit the protection scope of the present application. Additionally, it should be understood that the schematic drawings are not drawn to scale. The flowcharts used in this application illustrate operations implemented in accordance with some of the embodiments of this application. It should be understood that the operations of the flowcharts may be performed out of order, and steps that have no logical context may be performed in reverse order or concurrently. In addition, those skilled in the art may add one or more other oper...

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Abstract

The embodiment of the invention provides a distributed information processing method and device. The method comprises the steps of storing the trained model dictionary file of the distributed computing model into a distributed file system of a server, and then updating the reading configuration parameters of the model dictionary file of the distributed computing model into distributed reading parameters associated with the distributed file system; after a calling request for the distributed computing model is detected, calling the distributed computing model; calling a plurality of distributedcomputing nodes to load respective to-be-computed model dictionary sub-files from the distributed file system according to the distributed reading parameters; and calculating the to-be-calculated model dictionary sub-files through a plurality of distributed calculation nodes to obtain calculation results, and combining and outputting the calculation results of each distributed calculation node toobtain a distributed calculation result. Therefore, the calculation speed and the calculation performance of the calculation model can be effectively improved, and the resource configuration requirement of the calculation node is reduced.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to a distributed information processing method and device. Background technique [0002] At present, the financial risk control industry is on the cusp, and big data and computing models are indispensable means to achieve accurate risk control. The traditional calculation model and big data calculation are two separate parts. Big data provides data support for the calculation model, and the calculation model performs risk control detection based on the big data. [0003] At present, most of the model calculation process is single-machine deployment and single-computer calculation, which leads to poor and efficient deployment of calculation model programs, and low efficiency of single-machine operation, which requires high resource allocation for computing nodes. Contents of the invention [0004] Based on the shortcomings of existing designs, the present applicat...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/38G06F16/11G06F16/182
CPCG06F9/3822G06F16/113G06F16/182
Inventor 顾凌云郭志攀王凯刘建业李心恺
Owner SHANGHAI ICEKREDIT INC
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