Data mining achieving method and system based on cloud computing

A data mining and cloud computing technology, applied in the field of computer networks, can solve problems such as large initial capital investment, equipment that cannot fully play its role, and inability to adapt to the continuous growth of massive data, so as to meet service needs and reduce costs.

Active Publication Date: 2013-04-03
CHINA TELECOM CLOUD TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, for customers, this method needs to purchase hardware and software, install and maintain the system, requires a lot of capital investment in the early stage, and requires professional software use and maintenance personnel, and the equipment cannot be fully utilized when it is idle; for service providers, this The method cannot meet the service requirements of multiple users
[0004] With the advent of the era of cloud computing, cloud co

Method used

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  • Data mining achieving method and system based on cloud computing
  • Data mining achieving method and system based on cloud computing

Examples

Experimental program
Comparison scheme
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Example Embodiment

[0035] Example 1

[0036] The system provided by the present invention can be based on a browser / server (B / S) architecture or a client / server (C / S) architecture, figure 1 The structure diagram of the cloud computing-based data mining implementation system provided in Embodiment 1 of the present invention, as shown in figure 1 As shown, the system may include three modules: a service platform function module, a business data interaction module and a mining calculation module.

[0037] 1) Service platform function module.

[0038] The service platform function module is responsible for receiving the user's mining service request and the data source to be analyzed; and providing the mining result returned by the business data interaction module to the user.

[0039] The service platform function module can adopt a software as a service (SaaS) platform architecture, and is mainly responsible for the functions of multi-user management, authentication and authorization, metadata m...

Example Embodiment

[0057] Embodiment two,

[0058] In this embodiment, the data mining implementation method based on the system shown in Embodiment 1 is described in detail, as follows: figure 2 As shown, the method includes the following steps:

[0059] Step 201: The service platform function module receives a user's mining service request and a data source to be analyzed.

[0060] Before this step, the service platform function module can provide the user with a registration platform and obtain the user's registration information. In this step, after receiving the mining service request, the user is authenticated by using the registration information. If the authentication is successful, the subsequent process is continued. , otherwise it will prompt the user authentication failure.

[0061] In addition, in this step, the service platform function module can obtain the mining service request and the data source to be analyzed by providing the user with a service platform. The service platf...

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Abstract

The invention provides a data mining achieving method and system based on cloud computing. The data mining achieving method includes: a service platform function module receives mining service requests of users and data sources needing analyzing; a service data interactive module uploads the data sources to a file system of the mining computing module and generates mining computing script files according to the information of a mining model in the mining service requests; the mining computing module operates the computing script files to perform data mining on the data source needing analyzing and returns the mining results to a business interactive system; and the service interactive system returns the mining results to a service platform function module which supplies the mining results to users. The data mining achieving method and system achieves data mining service of software, namely a service (SaaS) model, provides uniform service interfaces for users, meets the service requirements of being multifunctional on one hand and on the other hand, does not need users to install and maintain hardware and software locally and reduces cost of users.

Description

【Technical field】 [0001] The invention relates to the technical field of computer networks, in particular to a method and system for implementing data mining based on cloud computing. 【Background technique】 [0002] Data mining is the process of extracting hidden, unknown, but potentially useful information and knowledge from a large amount of incomplete, noisy, fuzzy, and random practical application data. With the continuous growth of massive data, the demand for diversified and personalized data mining is becoming stronger and stronger, and the traditional centralized data mining method is no longer suitable. [0003] At present, traditional data mining methods mainly use local data mining models, such as SPSS (Statistical Product and Service Solutions) and SAS (Statistical Analysis System). However, this method requires customers to purchase hardware and software, install and maintain the system, requires a lot of initial capital investment, requires professional softwa...

Claims

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Application Information

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IPC IPC(8): H04L29/08G06F17/30
Inventor 郭常勇谢朝阳
Owner CHINA TELECOM CLOUD TECH CO LTD
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