Composite service optimization method under cloud platform
A technology for combining services and cloud platforms, which is applied in the field of cloud service portfolio management and control to achieve the effects of convergence characteristics and diversity assurance, and low requirements for system search and calculation example capabilities.
Pending Publication Date: 2022-03-22
武汉长江鲲鹏生态创新科技有限公司
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[0002] Projects and products based on online cloud services can provide remote high-end technical services for users with insufficient computing power and resources such as mobile terminals with the help of efficient cloud service providers' hardware and software equipment, effectively reducing user costs and achieving more functional purposes With the rapid development of wireless data transmission, online services based on cloud platforms are continuously applied in artificial intelligence, online identification, and data processing, and the technology continues to mature. In order to solve a certain technical problem, cloud service solutions and The specific implementation methods have become diversified. For more complex problems involving the planning and processing of a large number of sub-projects and sub-services, traditional solutions are often quickly selected based on a fixed or simple standard. However, it is difficult to guarantee the overall efficiency and cost of the solution to be optimal, especially with the continuous development of cloud services, multiple sub-services used to solve continuity problems are related to each other. The impact can no longer be ignored
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[0022] The present invention will be described in detail below in conjunction with specific embodiments.
[0023] Such as figure 1 As shown, generally cloud platform-based combined services are mainly aimed at solutions to complex problems involving multiple unsolved problems (subprojects). In the actual implementation process, after the corresponding problem is generated, it will Since the sub-item decomposition scheme corresponding to most problems has been determined, the final problem is to determine the cloud services required to realize the corresponding sub-item; for example, for the data processing service of paper materials, The combination of its sub-items may include at least four fixed items determined in order of image restoration, OCR recognition, position correction, and text error correction, and several optional items located before and after the aforementioned fixed items, and for each sub-item, there may be multiple There is a direct correlation between dif...
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The invention belongs to the technical field of cloud service combination management control methods, and particularly relates to a combination service optimization method under a cloud platform. Comprising the following steps: acquiring initial data, establishing a multi-index optimization model, converting into multi-target genetic optimization, and obtaining an optimized target population based on the index model control quantity; and a multi-objective genetic algorithm is used for solving, and a final cloud service combination scheme is determined. According to the composite service optimal selection method under the cloud platform, an optimal selection model of an optimal service combination scheme under a large number of candidate services is established based on an improved multi-target optimal selection model, and association characteristics among continuous candidate services are converted into hereditary characteristics by means of a genetic algorithm thought; and rapid optimization and positioning of a large amount of data are realized by using a genetic iterative search method. According to the scheme, the optimal combination scheme is determined in a relatively short time under the condition that the resource allocation of the cloud platform server is limited.
Description
technical field [0001] The invention belongs to the technical field of cloud service combination management and control methods, and in particular relates to a method for optimizing combination services under a cloud platform. Background technique [0002] Projects and products based on online cloud services can provide remote high-end technical services for users with insufficient computing power and resources such as mobile terminals with the help of efficient cloud service providers' hardware and software equipment, effectively reducing user costs and achieving more functional purposes With the rapid development of wireless data transmission, online services based on cloud platforms are continuously applied in artificial intelligence, online identification, and data processing, and the technology continues to mature. In order to solve a certain technical problem, cloud service solutions and The specific implementation methods have become diversified. For more complex prob...
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IPC IPC(8): H04L67/14H04L67/51H04L67/60G06N3/12
CPCH04L67/14G06N3/126
Inventor 钟收成
Owner 武汉长江鲲鹏生态创新科技有限公司