Cloud service awareness method based on 5G network, storage medium, equipment and computer program product

By identifying and optimizing the transmission link of cloud service data in 5G networks, selecting the highest-rated transmission path in combination with smart network identification mapping indicators, and reserving resource space on each network node, it solves the possible overload and downtime problems in cloud service data transmission and improves the user experience.

CN119767351APending Publication Date: 2025-04-04CHINA TELECOM DIGITAL INTELLIGENCE TECH CO LTD
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Patent Information

Application Number
CN202411962016.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-30
Publication Date
2025-04-04

AI Technical Summary

Technical Problem

During the data transmission of cloud services, it may lead to the risk of overloading the transmission link and the downtime of network nodes, affecting the user experience.

Method used

By deploying a cloud management platform in a 5G network, collecting log information, identifying and classifying the transmission links of cloud service data, and calculating intelligent perception scores based on three smart network identification mapping indicators (perception range, communication range and monitoring coverage), selecting the highest-scoring transmission link, and reserve resource space on each network node to receive data.

Benefits of technology

Ensure that network nodes in the transmission path have high perception capabilities, avoid transmission link overload and resource waste, reduce the risk of network node downtime, and improve users' cloud experience.

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Abstract

The invention discloses a cloud service perception method based on a 5G network, a storage medium, equipment and a computer program product, and the method comprises the steps: collecting log information of a cloud management platform deployed in the 5G network, finding out each transmission link for perceiving cloud service data, and classifying the transmission links for perceiving the data according to the type of the cloud service; searching a transmission link with the highest wisdom perception score by combining three types of wisdom network identifier mapping indexes for each type of transmission link of the cloud service data; for one piece of to-be-transmitted cloud service data of a certain type, performing cloud service data transmission by using a transmission link with the highest smart perception score; and before the cloud service data passes through each network node, the sensing component on the network node senses the cloud service data and notifies the network node to reserve a corresponding resource space to receive the cloud service data. According to the invention, through sensing the cloud service, the cloud service data transmission is ensured, the network node downtime is avoided, and the user experience is improved.
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Description

Technical Field

[0001] The present invention belongs to the field of commercial business perception technology, and specifically, relates to a cloud business perception method, storage medium, device and computer program product based on 5G network. Background Art

[0002] In the digital economy era, digitalization and intelligence have penetrated into every aspect of economic development and production operations. In order to quickly achieve digital transformation, enterprises have chosen to migrate their businesses to the cloud. This transformation not only helps improve the operational efficiency of enterprises, but also reduces operation and maintenance costs and enhances the market competitiveness of enterprises.

[0003] For cloud-based business data that is transmitted among network nodes, the transmission of massive amounts of data to the cloud may cause the risk of overloading the transmission link. In addition, during data transmission, a sudden increase in traffic may cause downtime of the network nodes along the way. Choosing an incorrect transmission link for transmission will cause a waste of resources, thus affecting the user's overall cloud experience. Summary of the invention

[0004] In view of the deficiencies in the prior art, the present invention provides a method, storage medium, device and computer program product for perceiving cloud services based on a 5G network. By perceiving cloud services, network nodes of the transmission path in the 5G network are notified in advance to allocate resources, thereby ensuring the transmission of cloud service data, avoiding network node downtime, and improving user experience.

[0005] To achieve the above object, the present invention adopts the following technical solution: a method for cloud-based business perception based on 5G network, characterized in that it specifically includes the following steps:

[0006] Step S1: collect log information of the cloud management platform deployed in the 5G network, find out each transmission link of the perceived cloud service data from the log information, and classify the transmission links of the perceived data according to the cloud service type;

[0007] Step S2: for each type of transmission link of cloud-based business data, combine the three smart network identification mapping indicators to find a transmission link with the highest smart perception score;

[0008] Step S3: for a certain type of cloud-based business data to be transmitted, the cloud-based business data is transmitted through the transmission link with the highest smart perception score;

[0009] Step S4: Before the cloud-based business data passes through each network node, the perception component on the network node perceives it and notifies the network node to reserve corresponding resource space to receive the cloud-based business data.

[0010] Furthermore, the cloud-based business types in step S1 include: infrastructure services IaaS, platform services PaaS, software services SaaS and management services MSP.

[0011] Furthermore, step S2 includes the following sub-steps:

[0012] Step S2.1, calculating the sensing range, communication range and monitoring coverage of each network node in each transmission link of cloud service data;

[0013] Step S2.2: Weight the perception range, communication range, and monitoring coverage of all network nodes in each transmission link of cloud-based business data to obtain a smart perception score for each transmission link of cloud-based business data;

[0014] Step S2.3: Use the transmission link with the highest intelligent perception score in each type as the transmission link of the service type.

[0015] Further, the monitoring coverage of the network node represents the ratio of the perception range of the network node to the communication range of the network node.

[0016] Furthermore, the calculation process of the intelligent perception score of each transmission link of cloud service data is as follows:

[0017]

[0018] Among them, F i represents the intelligent perception score of the transmission link of the i-th cloud service data, n represents the number of network nodes in the transmission link of the i-th cloud service data, R j represents the sensing range of the jth network node, and α represents R j The weight coefficient, L j represents the communication range of the jth network node, β represents L j The weight coefficient, F j represents the communication range of the jth network node, and γ represents F j The weight coefficient of .

[0019] Furthermore, step S4 also includes: the network node checks whether its own free resource space exceeds the resource space required for the cloud-based business data. If so, the network node directly reserves the corresponding resource space to receive the cloud-based business data; otherwise, the network node notifies the server to allocate resource space, and the network node uses the allocated resource space to reserve the corresponding resource space to receive the cloud-based business data.

[0020] Furthermore, the present invention also provides a computer-readable storage medium storing a computer program, wherein the computer program enables a computer to execute the 5G network-based cloud service perception method.

[0021] Furthermore, the present invention also provides an electronic device, comprising: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, the method for cloud-based business perception based on a 5G network is implemented.

[0022] Furthermore, the present invention also provides a computer program product, including a computer program, which, when executed by a processor, implements the 5G network-based cloud service perception method.

[0023] Compared with the prior art, the beneficial effects of the present invention are as follows: the cloud-based business perception method based on 5G network of the present invention uses three smart network identification mapping indicators to find a transmission link with the highest smart perception score. The three smart network identification mapping indicators can accurately reflect the perception capability of each network node, so as to select a transmission path with the highest smart perception score, ensuring that the network nodes in the transmission path have high perception capabilities; secondly, before the cloud-based business data of the present invention passes through each network node, the perception component on the network node perceives it and notifies the network node to reserve corresponding resource space to receive the cloud-based business data, thereby avoiding the risk of overload and waste of resources in the transmission link. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] Figure 1 This is a flow chart of a cloud service perception method based on a 5G network of the present invention;

[0025] Figure 2 This is a flow chart of the method for searching the transmission link with the highest intelligent perception score according to the present invention. DETAILED DESCRIPTION

[0026] The technical solution of the present invention is further explained below in conjunction with the accompanying drawings.

[0027] like Figure 1 The flowchart of the cloud service perception method based on 5G network of the present invention is as follows:

[0028] Step S1, collect the log information of the cloud management platform deployed in the 5G network, find out each transmission link of the perceived cloud service data from the log information, and classify the transmission links of the perceived data according to the cloud service type; the cloud service types in the present invention include: infrastructure service IaaS, platform service PaaS, software service SaaS and management service MSP.

[0029] Step S2: for each type of transmission link of cloud service data, combine the three smart network identification mapping indicators to find a transmission link with the highest smart perception score. The three smart network identification mapping indicators can accurately reflect the perception capability of each network node, so as to select a transmission path with the highest smart perception score to ensure that the network nodes in the transmission path have high perception capabilities. The specific steps include the following:

[0030] Step S2.1, calculate the perception range, communication range and monitoring coverage of each network node in each transmission link of cloud service data, where the larger the perception range of the network node, the stronger the perception capability; the communication range determines the area that the network node can cover by broadcasting information, and a larger node communication range means a wider information transmission capability, which can transmit the perception data to the required place faster, thereby improving the response speed and efficiency of the entire transmission link; the monitoring coverage of the network node represents the ratio of the perception range of the network node to the communication range of the network node. If the monitoring coverage of the network node is too large, it means that the perception capability of the network node is stronger than the communication capability, resulting in a backlog of data transmission; if it is too small, important data may be missed. By comprehensively considering the perception range, communication range and monitoring coverage of the network node, the perception capability of each network node can be accurately reflected.

[0031] Step S2.2: Weight the perception range, communication range, and monitoring coverage of all network nodes in each transmission link of cloud-based business data to obtain the intelligent perception score of each transmission link of cloud-based business data:

[0032]

[0033] Among them, F i represents the intelligent perception score of the transmission link of the i-th cloud service data, n represents the number of network nodes in the transmission link of the i-th cloud service data, R j represents the sensing range of the jth network node, and α represents R j The weight coefficient, L j represents the communication range of the jth network node, β represents L j The weight coefficient, F j represents the communication range of the jth network node, and γ represents F j The weight coefficient of .

[0034] Step S2.3: Use the transmission link with the highest intelligent perception score in each type as the transmission link of the service type.

[0035] Step S3: for a certain type of cloud-based business data to be transmitted, the cloud-based business data is transmitted through the transmission link with the highest smart perception score;

[0036] Step S4: Before the cloud-based business data passes through each network node, the perception component on the network node perceives it and notifies the network node to reserve corresponding resource space to receive the cloud-based business data. The network node checks whether its own free resource space exceeds the resource space required for the cloud-based business data. If so, the network node directly reserves the corresponding resource space to receive the cloud-based business data; otherwise, the network node notifies the server to allocate resource space, and the network node uses the allocated resource space to reserve corresponding resource space to receive the cloud-based business data. By reserving resource space, the resource allocation of network nodes is more reasonable, which helps to reduce the waste of resources, thereby avoiding the risk of overload in the transmission link, avoiding network node downtime, and improving user experience.

[0037] In one technical solution of the present invention, a computer-readable storage medium is also provided, storing a computer program, wherein the computer program enables a computer to execute the 5G network-based cloud service perception method.

[0038] In a technical solution of the present invention, an electronic device is also provided, including: a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, the method for cloud-based business perception based on a 5G network is implemented.

[0039] In a technical solution of the present invention, a computer program product is also provided, including a computer program, which implements the 5G network-based cloud service perception method when executed by a processor.

[0040] In the embodiments disclosed in the present application, the computer storage medium can be a tangible medium that can contain or store a program for use by or in conjunction with an instruction execution system, device or equipment. The computer storage medium can include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the above. More specific examples of computer storage media can include electrical connections based on one or more lines, portable computer disks, hard disks, random access memories (RAM), read-only memories (ROM), erasable programmable read-only memories (EPROM or flash memory), optical fibers, portable compact disk read-only memories (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above.

[0041] Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed in this application can be implemented in electronic hardware or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.

[0042] The above are only preferred embodiments of the present invention, and the protection scope of the present invention is not limited to the above embodiments. All technical solutions under the concept of the present invention belong to the protection scope of the present invention. It should be pointed out that for ordinary technicians in this technical field, some improvements and modifications without departing from the principle of the present invention should be regarded as the protection scope of the present invention.

Claims

1. A method for cloud-based business perception based on 5G network, characterized in that: The specific steps include: Step S1: collect log information of the cloud management platform deployed in the 5G network, find out each transmission link of the perceived cloud service data from the log information, and classify the transmission links of the perceived data according to the cloud service type; Step S2: for each type of transmission link of cloud-based business data, combine the three smart network identification mapping indicators to find a transmission link with the highest smart perception score; Step S3: for a certain type of cloud-based business data to be transmitted, the cloud-based business data is transmitted through the transmission link with the highest smart perception score; Step S4: Before the cloud-based business data passes through each network node, the perception component on the network node perceives it and notifies the network node to reserve corresponding resource space to receive the cloud-based business data.

2. According to a 5G network-based cloud service perception method according to claim 1, it is characterized in that: The cloud-based business types in step S1 include: infrastructure services IaaS, platform services PaaS, software services SaaS and management services MSP.

3. According to a 5G network-based cloud service perception method according to claim 1, it is characterized in that: Step S2 includes the following sub-steps: Step S2.1, determine the sensing range, communication range and monitoring coverage of each network node in each transmission link of cloud service data; Step S2.2: Weight the perception range, communication range, and monitoring coverage of all network nodes in each transmission link of cloud-based business data to obtain a smart perception score for each transmission link of cloud-based business data; Step S2.3: Use the transmission link with the highest intelligent perception score in each type as the transmission link of the service type.

4. According to claim 3, a method for cloud-based business perception based on a 5G network is characterized in that: The monitoring coverage of the network node represents the ratio of the sensing range of the network node to the communication range of the network node.

5. According to claim 4, a method for cloud-based business perception based on a 5G network is characterized in that: The calculation process of the intelligent perception score of each transmission link of cloud service data is as follows: Among them, F i represents the intelligent perception score of the transmission link of the i-th cloud service data, n represents the number of network nodes in the transmission link of the i-th cloud service data, R j represents the sensing range of the jth network node, and α represents R j The weight coefficient, L j represents the communication range of the jth network node, β represents L j The weight coefficient, F j represents the communication range of the jth network node, and γ represents F j The weight coefficient of .

6. The method for cloud-based business perception based on 5G network according to claim 3 is characterized in that: Step S4 also includes: the network node checks whether its own free resource space exceeds the resource space required for the cloud-based business data. If so, the network node directly reserves the corresponding resource space to receive the cloud-based business data; otherwise, the network node notifies the server to allocate resource space, and the network node uses the allocated resource space to reserve the corresponding resource space to receive the cloud-based business data.

7. A computer-readable storage medium storing a computer program, characterized in that: The computer program enables the computer to execute the 5G network-based cloud service perception method as described in any one of claims 1-6.

8. An electronic device, characterized in that: include: A memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, the method for cloud-based business perception based on a 5G network is implemented as described in any one of claims 1 to 6.

9. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the 5G network-based cloud service perception method is implemented as described in any one of claims 1 to 6.