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Distributed data-based optimal resource policy determination method and system

A distributed data and resource technology, applied in the field of determining the optimal resource strategy based on distributed data, can solve problems such as the inability to allocate micro-servers and the inability of micro-service systems to obtain optimal resource scheduling and usage strategies, and achieve the goal of saving resource costs Effect

Active Publication Date: 2018-05-11
象翌微链科技发展有限公司
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Problems solved by technology

[0003] The technical problem to be solved by the present invention is: the existing micro-service system cannot obtain the real-time optimal resource scheduling and usage strategy, and cannot allocate the resources required by the micro-server according to the optimal strategy, so as to maximize the use of resources, which is a great benefit for enterprises. save resource cost

Method used

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  • Distributed data-based optimal resource policy determination method and system
  • Distributed data-based optimal resource policy determination method and system

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Embodiment Construction

[0031] The principles and features of the present invention are described below in conjunction with the accompanying drawings, and the examples given are only used to explain the present invention, and are not intended to limit the scope of the present invention.

[0032] Such as figure 1 As shown, what is provided in Embodiment 1 of the present invention is a method for determining an optimal resource strategy based on distributed data, the method including:

[0033] S1, collect current resource information of at least two micro-servers, and establish an intelligent training model;

[0034] S2. According to the current resource information and the intelligent training model, calculate the growth rate of resources used by each micro-server in any current time period, and optimize the intelligent training model according to the growth rate of used resources;

[0035] S3. Calculate the amount of resources that each micro-server needs to use in any future time period according t...

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Abstract

The invention relates to a distributed data-based optimal resource policy determination method and system. The method comprises the steps of collecting current resource information, and building an intelligent training model; calculating a used resource growth rate of each micro-server in any time period currently, and optimizing the intelligent training model; calculating out a resource quantityneeded to be used by each micro-server in any time period in the future; repeating the process until the current used resource growth rate is equal to the previous used resource growth rate through calculation; determining an optimal node distribution policy scheme of the micro-server; and finally generating a control instruction, and performing real-time adjustment on node resources. The invention furthermore relates to the system. Through the method and the system, the resource information is obtained in real time; the optimal distribution policy is automatically and intelligently calculatedout according to the resource information; and the resources required by micro-services are distributed according to the optimal policy, so that the resource usage is maximized and the resource costis reduced for enterprises.

Description

technical field [0001] The invention belongs to the field of micro servers, and in particular relates to a method and system for determining an optimal resource strategy based on distributed data. Background technique [0002] The current existing micro-service system is relatively independent, does not form a complete set of service network, does not use call frequency, monitor service status, and calculate a large amount of information of service flow to carry out intelligentization, and obtain real-time optimal resource scheduling and use strategy, and it is impossible to allocate the resources required by microservices according to the optimal strategy, so as to maximize the use of resources and save resource costs for enterprises. Contents of the invention [0003] The technical problem to be solved by the present invention is: the existing micro-service system cannot obtain the real-time optimal resource scheduling and usage strategy, and cannot allocate the resource...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCG06F9/505
Inventor 刘维英陶国谦
Owner 象翌微链科技发展有限公司
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