Cloud-computing-based plug-in model of data mining system

A technology of data mining and cloud computing, which is applied in the field of cloud computing, can solve problems such as enhanced algorithm reusability, and achieve good scalability, good system scalability, and flexible algorithms

Inactive Publication Date: 2013-02-13
DAWNING INFORMATION IND BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although the implementation difficulty of the algorithm is relatively increased, the reusability of the algorithm is greatly enhanced. Once implemented, it can be used by other users of the platform to process various data

Method used

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  • Cloud-computing-based plug-in model of data mining system
  • Cloud-computing-based plug-in model of data mining system

Examples

Experimental program
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Embodiment Construction

[0018] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0019] Such as figure 2 , providing a plug-in model of a data mining system based on cloud computing, the model includes a kernel layer, a core plug-in layer and a user-defined layer, the kernel layer calls the plug-ins of the core plug-in layer, and the core plug-in layer Receive the call signal from the kernel layer, call the plug-in of this layer, if there is no plug-in required by the kernel layer in this layer, then look for the plug-in and data in the user-defined layer, if the corresponding data or plug-in exist, Then feed back to the core plug-in layer, and feed back to the kernel layer through the core plug-in layer; if the plug-in does not exist, create and manage the required plug-ins and data in the user-defined layer as needed.

[0020] The kernel layer scheduling utilizes the core plug-in layer and the user-defined layer of the lower layer to ...

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Abstract

The invention provides a cloud-computing-based plug-in model of a data mining system. The model comprises a kernel layer, a core plug-in layer and a user-defined layer, wherein the kernel layer calls plug-ins of the core plug-in layer; the core plug-in layer receives a call signal from the kernel layer and calls the plug-ins of the core plug-in layer, plug-ins and data are searched from the user-defined layer if plug-ins required by the kernel layer do not exist in the core plug-in layer, information is fed back to the core plug-in layer if the corresponding data or plug-ins exist, and is fed back to the kernel layer through the core plug-in layer; and if the plug-ins do not exist, the required plug-ins and data are created and managed in the user-defined layer according to the requirement. By the cloud-computing-based plug-in model of the data mining system, an algorithm module can be modified through a cloud platform, and is flexible, a complicated book library is mined through decomposition, high expansibility is achieved, and the secondary development and design of the module are facilitated.

Description

technical field [0001] The invention belongs to the technical field of cloud computing, and in particular relates to a plug-in model of a data mining system based on cloud computing. Background technique [0002] A plug-in is a program implemented according to a certain application program development interface specification. Such as figure 1 , each plug-in is composed of three parts: an implementation extension point for providing services to the upper layer, business logic, and a new extension point for calling the lower layer. The above three parts are composed of a binding package responsible for module management and various services. [0003] The binding package includes a service description interface and various service call interfaces. The service description interface returns the calling method of each service and specifies the parameter information used by the caller of the soil layer and provides the user with specific services. The interface of the binding pac...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/44
Inventor 齐磊
Owner DAWNING INFORMATION IND BEIJING
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