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A method and system for determining optimal resource strategy based on distributed data

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 resource cost savings Effect

Active Publication Date: 2021-08-03
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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  • A method and system for determining optimal resource strategy based on distributed data
  • A method and system for determining optimal resource strategy based on distributed data

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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 present invention relates to a method and system for determining an optimal resource strategy based on distributed data. The method includes: collecting current resource information and establishing an intelligent training model; and then calculating the resource growth of each micro-server in any current period rate, and optimize the intelligent training model; then calculate the amount of resources that each micro-server needs to use in any period of time in the future; repeat the above process until the current resource growth rate and the last resource growth rate are calculated are equal; secondly, determine the optimal micro-server node distribution strategy; finally, generate control instructions to adjust node resources in real time. A system is also involved. The present invention can obtain resource information in real time, automatically and intelligently calculate the optimal allocation strategy according to the resource information, and allocate the resources required by microservices according to the optimal strategy, so as to maximize the use of resources and save resources for enterprises cost.

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 Patents(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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