Method and system for realizing intelligent cloud management based on knowledge driving

A knowledge-driven, cloud-managed technology, applied in the field of big data, can solve problems such as high cost and poor flexibility

Pending Publication Date: 2020-09-18
CERTUS NETWORK TECHNANJING +3
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

On the contrary, the flexibility of the traditional storage method is relatively poor. All its schemas are defined in advance. If they need to be changed later, the cost will be very high

Method used

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  • Method and system for realizing intelligent cloud management based on knowledge driving
  • Method and system for realizing intelligent cloud management based on knowledge driving

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Embodiment Construction

[0027] In order to describe the technical content of the present invention more clearly, further description will be given below in conjunction with specific embodiments.

[0028] The knowledge-driven method for realizing intelligent cloud management of the present invention includes the following steps:

[0029] (1) Collect structured data, semi-structured data and unstructured data through the multi-cloud management platform;

[0030] (2) Cleaning, conversion and storage of data, centralized management of data, and knowledge extraction of multi-cloud management operation and maintenance;

[0031] (3) Carry out multi-cloud management knowledge fusion;

[0032] (3.1) Data integration of structured data and third-party database data;

[0033] (3.2) Carry out entity alignment and knowledge reasoning, and carry out this construction;

[0034] (3.3) Quality assessment, update and optimization of learned knowledge;

[0035] (3.4) Build knowledge fusion and knowledge drive for m...

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Abstract

The invention relates to a method for realizing intelligent cloud management based on knowledge driving. The method comprises the following steps: collecting structured data, semi-structured data andunstructured data through a multi-cloud management platform; cleaning, converting and storing the data, performing centralized management on the data, and performing multi-cloud management operation and maintenance knowledge extraction; performing multi-cloud management knowledge fusion; and performing knowledge retrieval on the trained knowledge, and applying the knowledge retrieval method to various scenes of multi-cloud management. The method and the system for realizing intelligent cloud management based on knowledge driving are adopted, multi-cloud management is used as a main scene, an offline cloud management knowledge learning technology and a real-time intelligent cloud management technology are researched, the knowledge-driven intelligent cloud management system is constructed and used for solving the core problems of multi-cloud management platform resource allocation, intelligent operation and maintenance faults, alarms, root causes and the like, providing domain knowledgeservices and forming frontier application and intelligent practice based on multiple technical fields of cloud computing, artificial intelligence, big data and the like.

Description

technical field [0001] The present invention relates to the field of big data, in particular to the fields of artificial intelligence and cloud computing, and specifically refers to a knowledge-driven method and system for realizing intelligent cloud management. Background technique [0002] With the rapid development of cloud computing, artificial intelligence and big data, the knowledge economy has arrived, and knowledge as its core value has highlighted its important strategic position. How to make effective use of existing data, manage knowledge, and construct knowledge-based models to make the most of it and improve the core competitiveness of cloud computing management and operation and maintenance is an important and difficult issue in current research. [0003] With the rapid development of technologies such as cloud computing, multi-cloud management, and multi-cloud integration, multi-cloud management enterprises have a large amount of cloud platform data, which can...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/215G06F16/23G06F16/25G06F16/28G06F16/36
CPCG06F16/215G06F16/23G06F16/254G06F16/288G06F16/367
Inventor 陈梅逯利军钱培专彭浩王文川
Owner CERTUS NETWORK TECHNANJING
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