Network function deployment method, device and readable storage medium
By dynamically comparing the utilization rate and threshold of satellite resource, deciding whether network functions are deployed on satellites or ground, solving the problem of low utilization rate of network resources in the existing technology and achieving efficient utilization of network resources.
Patent Information
- Application Number
- CN202311840532.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2023-12-28
- Publication Date
- 2025-04-29
- Estimated Expiration
- 2043-12-28
AI Technical Summary
The existing satellite-ground converged network architecture has fixed function deployment and cannot be dynamically adjusted, resulting in low network resource utilization.
By obtaining the satellite resource utilization rate and comparing it with the set threshold, dynamically determine the target deployment location of the network function, and decide to deploy the network function on the satellite or ground, thereby achieving dynamic reconstruction of the function.
By dynamically adjusting the deployment location of network functions, maximizing the utilization of network resources, improving the utilization rate of network resources, solving the problem of low network resource utilization.
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Figure CN117811639B_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of satellite communications, and in particular, to a method, device and readable storage medium for deploying network functions of a network. Background Art
[0002] At present, with the rapid advancement of science and technology and the popularization of network technology, the demand for network resources is getting higher and higher. Network architecture design is the key to ensuring the utilization of network resources. Since satellite communication systems can achieve global communication through satellite coverage, the design of satellite-ground integrated network architecture is of paramount importance.
[0003] In related technologies, the existing satellite-ground integrated network architecture still follows the fixed thinking in the design of ground network architecture. The functions of deployed network elements are fixed, and functional reconstruction will not be performed between satellites and the ground, which cannot maximize the utilization of network resources. Therefore, there is still a technical problem of low network resource utilization.
[0004] Currently, no effective solution has been proposed for the above-mentioned technical problem of low utilization of network resources. Summary of the invention
[0005] The embodiments of the present application provide a method, device and readable storage medium for deploying network functions of a network, so as to at least solve the technical problem of low utilization rate of network resources.
[0006] According to one aspect of an embodiment of the present application, a method for deploying network functions of a network is provided, including: obtaining a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the overall satellite resources; based on the satellite resource utilization rate and a satellite resource utilization rate threshold, determining target deployment information of the network functions of the network, wherein the target deployment information is used to indicate a satellite or the ground; and deploying the network functions of the network based on the target deployment information.
[0007] Optionally, based on the satellite resource utilization rate and the satellite resource utilization rate threshold, the target deployment information of the network function of the network is determined, including: comparing the satellite resource utilization rate with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result; based on the first comparison result, determining the target deployment information of the network function of the network.
[0008] Optionally, based on the first comparison result, determining target deployment information of the network function of the network includes: in response to the first comparison result being that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate, determining that the target deployment information is ground.
[0009] Optionally, a network function deployment method for a network also includes: determining a current deployment location of the network function of the network; in response to the current deployment location of the network function being a satellite, removing the network function in the satellite; and deploying the network function on the ground.
[0010] Optionally, based on the satellite resource utilization rate and the satellite resource utilization rate threshold, the target deployment information of the network function of the network is determined, including: comparing the satellite resource utilization rate with the minimum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a second comparison result; based on the second comparison result, determining the target deployment information of the network function of the network.
[0011] Optionally, based on the second comparison result, determining target deployment information of the network function of the network includes: in response to the second comparison result being that the satellite resource utilization rate is lower than the minimum satellite resource utilization rate, determining the target deployment information to be a satellite.
[0012] Optionally, a network function deployment method for a network also includes: determining a network function set corresponding to the network function of the network, wherein the network function set includes at least one network function of the network; calculating the satellite resource utilization rate and network delay parameter corresponding to the at least one network function when the at least one network function is deployed on the satellite; in response to the satellite resource utilization rate corresponding to the network function being lower than the maximum satellite resource utilization rate, determining the priority corresponding to the at least one network function based on the satellite resource utilization rate and the network delay parameter corresponding to the network function; in response to the priority corresponding to the network function being the largest, deploying the network function on the satellite.
[0013] According to another aspect of an embodiment of the present application, a network function deployment device of a network is also provided, including: an acquisition module for acquiring a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the overall satellite resources; a determination module for determining target deployment information of the network function of the network based on the satellite resource utilization rate and a satellite resource utilization rate threshold, wherein the target deployment information is used to indicate a satellite or the ground; and a control module for deploying the network function of the network based on the target deployment information.
[0014] According to another aspect of the embodiments of the present application, a computer-readable storage medium is provided, in which a program is stored, wherein when the program is running, the device where the computer-readable storage medium is located is controlled to execute the network function deployment method of the above-mentioned network.
[0015] According to another aspect of the embodiments of the present application, an electronic device is provided, including: a memory and a processor, wherein a computer program is stored in the memory, and the processor is used to run the program stored in the memory, wherein the network function deployment method of the above-mentioned network is executed when the program is run.
[0016] In an embodiment of the present application, the satellite resource utilization rate is obtained, wherein the satellite resource utilization rate is used to indicate the proportion of the used satellite resources to the overall satellite resources; based on the satellite resource utilization rate and the satellite resource utilization rate threshold, the target deployment information of the network function of the network is determined, wherein the target deployment information is used to indicate the satellite or the ground; the network function of the network is deployed based on the target deployment information. In other words, the target deployment information of the network function of the network can be determined based on the comparison result of the satellite resource utilization rate and the satellite resource utilization rate threshold, so that the network function of the network can be deployed according to the target deployment information. Since the use of satellite resources can be determined based on the satellite resource utilization rate, the target deployment information of the network function of the network can be dynamically adjusted, that is, the network function of the network is dynamically adjusted to be deployed on the satellite or the ground, so as to achieve the purpose of dynamically reconstructing the deployment position of the network function of the network, so as to maximize the utilization of network resources, and then achieve the purpose of effectively utilizing network resources, and solve the technical problem of low network resource utilization. BRIEF DESCRIPTION OF THE DRAWINGS
[0017] The drawings described herein are used to provide a further understanding of the present application and constitute a part of the present application. The illustrative embodiments of the present application and their descriptions are used to explain the present application and do not constitute an improper limitation on the present application. In the drawings:
[0018] Figure 1 It is a hardware structure block diagram of a computer terminal (or mobile device) for a network function deployment method for a network according to an embodiment of the present application;
[0019] Figure 2 is a flow chart of a network function deployment method of a network according to an embodiment of the present application;
[0020] Figure 3 It is a flow chart of an efficient and intensive method for designing a dynamic reconstruction satellite-ground fusion network architecture according to an embodiment of the present invention;
[0021] Figure 4 It is a schematic diagram of a network function deployment device of a network according to an embodiment of the present invention. DETAILED DESCRIPTION
[0022] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present application.
[0023] It should be noted that the terms "first", "second", etc. in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present application described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0024] It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and that, although a logical order is shown in the flowcharts, in some cases, the steps shown or described can be executed in an order different from that shown here.
[0025] The method embodiments provided in the embodiments of the present application can be executed in a mobile terminal, a computer terminal or a similar computing device. Figure 1 The hardware structure block diagram of a computer terminal (or mobile device) for implementing a network function deployment method of a network is shown. Figure 1 As shown, the computer terminal 10 (or mobile device 10) may include one or more (102a, 102b, ..., 102n are used to illustrate) processors 102 (the processor 102 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPGA), a memory 104 for storing data, and a transmission device 106 for communication functions. In addition, it may also include: a display, an input / output interface (I / O interface), a universal serial bus (USB) port (which may be included as one of the ports of the BUS bus), a network interface, a power supply and / or a camera. It can be understood by those skilled in the art that Figure 1 The structure shown is only for illustration and does not limit the structure of the above electronic device. Figure 1 More or fewer components as shown, or with Figure 1 Different configurations are shown.
[0026] It should be noted that the one or more processors 102 and / or other data processing circuits described above may generally be referred to herein as "data processing circuits". The data processing circuits may be embodied in whole or in part as software, hardware, firmware, or any other combination thereof. In addition, the data processing circuit may be a single independent processing module, or may be incorporated in whole or in part into any of the other components in the computer terminal 10 (or mobile device). As described in the embodiments of the present application, the data processing circuit acts as a processor control (e.g., selection of a variable resistor terminal path connected to an interface).
[0027] The memory 104 can be used to store software programs and modules of application software, such as program instructions / data storage devices corresponding to the network function deployment method of the network in the embodiment of the present application. The processor 102 executes various functional applications and data processing by running the software programs and modules stored in the memory 104, that is, the network function deployment method of the above-mentioned network is realized. The memory 104 may include a high-speed random access memory, and may also include a non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some instances, the memory 104 may further include a memory remotely arranged relative to the processor 102, and these remote memories may be connected to the computer terminal 10 via a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.
[0028] The transmission device 106 is used to receive or send data via a network. The specific example of the above network may include a wireless network provided by a communication provider of the computer terminal 10. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, NIC), which can be connected to other network devices through a base station so as to communicate with the Internet. In one example, the transmission device 106 can be a radio frequency (RF) module, which is used to communicate with the Internet wirelessly.
[0029] The display may be, for example, a touch screen liquid crystal display (LCD) that enables a user to interact with a user interface of the computer terminal 10 (or mobile device).
[0030] Figure 2 FIG. 1 is a flow chart of a network function deployment method of a network according to an embodiment of the present application, which can be applied to a low-orbit satellite communication system. Figure 2 As shown, the method comprises the following steps:
[0031] Step S201, obtaining satellite resource utilization rate.
[0032] In the technical solution provided in the above step S201 of the present invention, the satellite resource utilization rate is obtained, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the overall satellite resources, and the satellite resource utilization rate can also be used to indicate the usage of the current overall satellite computing resources.
[0033] In this embodiment, the satellite resource utilization may be defined by the overall computable resources of the satellite constellation.
[0034] For example, the satellite resource utilization rate is defined based on the overall available computing resources of the satellite constellation. The satellite resource utilization rate r can be determined by the following formula:
[0035] r = computing resource usage / (available computing resources × available computing time)
[0036] Among them, r can be used to represent the satellite resource utilization rate; available computing resources can be used to represent the sum of available computing resources on the satellite; available computing time can be used to represent the time when resources are available on the satellite within a certain time period; computing resource usage can be used to represent the sum of computing resources already occupied on the satellite within a given time period. Among them, the time period can be 1 day, 1 week or longer, and there is no specific limitation here.
[0037] Optionally, due to the limitation of limited computing resources on the satellite, the base stations of the network are usually deployed on the satellite in the initial stage, and the deployment of the network functions of the network can be dynamically adjusted according to the resource utilization rate on the satellite. Based on this, after obtaining the satellite resource utilization rate, the deployment information of the network functions of the network can be determined according to the satellite resource utilization rate and the satellite resource utilization rate threshold to determine whether the network functions of the network are deployed on the satellite or on the ground.
[0038] Step S202: determining target deployment information of network functions of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold.
[0039] In the technical solution provided in the above step S202 of the present invention, after obtaining the satellite resource utilization rate in step S201, the target deployment information of the network function of the network is determined according to the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to represent the satellite or the ground. The network function may also be referred to as a core network function.
[0040] In this embodiment, after obtaining the satellite resource utilization rate, the satellite resource utilization rate is compared with the satellite resource utilization rate threshold to obtain a comparison result, and then the target deployment information of the network function of the network is determined according to the comparison result. Among them, the satellite resource utilization rate threshold can at least include the minimum satellite computing resource usage (r_low) and the maximum satellite resource utilization rate (r_high). This is only an exemplary example and does not limit the specific content of the satellite resource utilization rate threshold.
[0041] Optionally, compare the satellite resource utilization rate with the maximum satellite resource utilization rate. If the satellite resource utilization rate is greater than the maximum satellite resource utilization rate, it means that the current satellite resource utilization rate is relatively high, and the use of the network base station on the satellite should be prioritized. Therefore, it can be determined that the target deployment information of the network function of the network can be the ground. That is, if the core network computing resources are carried on the satellite at this time, the core network can be moved down to the satellite and deployed with the ground facilities.
[0042] For example, assume that the satellite resource utilization rate is r and the highest value of the satellite resource utilization rate is r_high. If r > r_high, the target deployment information can be determined as the ground, that is, the target deployment location of the network function is the ground.
[0043] Optionally, compare the satellite resource utilization rate with the minimum satellite resource utilization rate. If the satellite resource utilization rate is less than the minimum satellite resource utilization rate, it means that the current satellite resource utilization rate is relatively low, that is, there are more available computing resources on the satellite. In this case, the network function of the network can be deployed on the satellite to utilize the satellite computing resources. Therefore, it can be determined that the target deployment information of the network function of the network is the satellite.
[0044] For example, assume that the satellite resource utilization rate is r and the lowest value of the satellite resource utilization rate is r_low. If r < r_low, the target deployment information can be determined as the satellite, that is, the target deployment location of the network function is the satellite.
[0045] Step S203, deploy the network function of the network based on the target deployment information.
[0046] In the technical solution provided in step S203 of the present invention above, after determining the target deployment information of the network function of the network according to step S202, deploy the network function of the network according to the target deployment information.
[0047] In this embodiment, after determining the target deployment information of the network function of the network, the network function of the network can be deployed on the satellite or the ground according to the target deployment information.
[0048] For example, assuming that the target deployment information of the network function of the determined network is the ground, it can be determined whether the network function is deployed on the satellite at this time. If the network function is deployed on the satellite at this time, the network function on the satellite can be removed and deployed on the ground. The network function can be a core network function.
[0049] Optionally, assuming that the target deployment information of the network function of the determined network is a satellite, the network function of the network can be deployed on the satellite. When the network function of the network is deployed on the satellite, since the network may contain more than one network function, based on this, the priority of the network function of the network can be calculated, and then the order of deploying the network functions on the satellite can be determined by the priority.
[0050] Optionally, the target deployment position of the network function of the network can be dynamically adjusted according to the target deployment information, so as to maximize the utilization of network resources and achieve the purpose of effectively utilizing network resources, thus solving the technical problem of not being able to effectively utilize network resources.
[0051] It should be noted that the above embodiments can be executed by a network function deployment device of a network.
[0052] In the above steps S201 to S203 of the present invention, the target deployment information of the network function of the network can be determined according to the comparison result of the satellite resource utilization rate and the satellite resource utilization rate threshold, so as to deploy the network function of the network according to the target deployment information. Since the usage of satellite resources can be determined according to the satellite resource utilization rate, the target deployment information of the network function of the network can be dynamically adjusted, that is, the network function of the network is dynamically adjusted to be deployed on the satellite or the ground, thereby achieving the purpose of dynamically reconstructing the deployment position of the network function of the network, so as to maximize the utilization of network resources, thereby achieving the purpose of effectively utilizing network resources, and solving the technical problem of not being able to effectively utilize network resources.
[0053] The above method of this embodiment is further introduced below.
[0054] As an optional implementation method, step S202 determines the target deployment information of the network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, including: comparing the satellite resource utilization rate with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result; based on the first comparison result, determining the target deployment information of the network function of the network.
[0055] In this embodiment, the satellite resource utilization rate is compared with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result. The maximum satellite resource utilization rate can be recorded as r_high. The first comparison result can be used to indicate whether the satellite resource utilization rate is higher than the maximum satellite resource utilization rate in the satellite resource utilization rate threshold.
[0056] Optionally, according to the first comparison result, target deployment information of the network function of the network is determined.
[0057] For example, assuming that the satellite resource utilization rate is 80% and the maximum satellite resource utilization rate r_high is 70%, since 80%>70%, the first comparison result is that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate r_high.
[0058] As an optional implementation method, based on the first comparison result, determining the target deployment information of the network function of the network includes: in response to the first comparison result being that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate, determining that the target deployment information is ground.
[0059] In this embodiment, when the first comparison result is that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate, the target deployment information can be determined to be ground, that is, the core network function is de-satelliteed and deployed on ground facilities.
[0060] For example, assuming that the first comparison result is that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate r_high, it means that the current satellite computing resource utilization rate is high. In order to give priority to the use of network base stations on the satellite, the target deployment information of the network function of the network can be determined as the ground.
[0061] As an optional implementation method, a network function deployment method for a network also includes: determining a current deployment location of the network function of the network; in response to the current deployment location of the network function being a satellite, removing the network function in the satellite; and deploying the network function on the ground.
[0062] In this embodiment, after determining that the target deployment information of the network function of the network is the ground, the current deployment location of the network function of the network can be further determined. When the current deployment location of the network function is a satellite, since the use of the network base station on the satellite must be prioritized, in this case, the network function in the satellite can be removed, so that the network function is deployed on the ground.
[0063] Optionally, by deploying network functions according to target deployment information, the deployment positions of network functions in the network can be dynamically adjusted to achieve the function of dynamically reconstructing the deployment positions of network functions in the network, thereby maximizing the utilization of network resources.
[0064] As an optional implementation method, step S202 determines the target deployment information of the network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, including: comparing the satellite resource utilization rate with the minimum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a second comparison result; based on the second comparison result, determining the target deployment information of the network function of the network.
[0065] In this embodiment, the satellite resource utilization rate is compared with the minimum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a second comparison result. The minimum satellite resource utilization rate can be recorded as r_low. The second comparison result can be used to indicate whether the satellite resource utilization rate is lower than the minimum satellite resource utilization rate in the satellite resource utilization rate threshold.
[0066] Optionally, according to the second comparison result, target deployment information of the network function of the network is determined.
[0067] For example, assuming that the satellite resource utilization rate is 20% and the minimum satellite resource utilization rate r_low is 30%, since 20%<30%, the second comparison result is that the satellite resource utilization rate is lower than the minimum satellite resource utilization rate r_low.
[0068] As an optional implementation manner, based on the second comparison result, determining the target deployment information of the network function of the network includes: in response to the second comparison result being that the computing resource utilization is lower than the minimum satellite resource utilization, determining the target deployment information to be a satellite.
[0069] In this embodiment, when the second comparison result is that the satellite resource utilization rate is lower than the minimum satellite resource utilization rate, the target deployment information can be determined to be a satellite, that is, the network function of the network can be deployed on the satellite.
[0070] For example, assuming that the second comparison result is that the satellite resource utilization rate is lower than the maximum satellite resource utilization rate r_low, it means that the satellite's computing resource utilization rate is low. In this case, the target deployment information of the network function of the network can be determined as the satellite, and then the network function of the network can be deployed on the satellite.
[0071] As an optional implementation manner, a network function deployment method for a network also includes: determining a network function set corresponding to the network function of the network, wherein the network function set includes at least one network function of the network; calculating the satellite resource utilization rate and network delay parameter corresponding to the at least one network function when the at least one network function is deployed on the satellite; in response to the satellite resource utilization rate corresponding to the network function being lower than the maximum satellite resource utilization rate, determining the priority corresponding to the at least one network function based on the satellite resource utilization rate and the network delay parameter corresponding to the network function; in response to the priority corresponding to the network function being the largest, deploying the network function on the satellite.
[0072] In this embodiment, after determining that the target deployment information of the network function of the network is ground, the network function set corresponding to the network function of the network can be further determined, wherein the network function set may include multiple network functions, and the network function set may also be called a core network function combination set.
[0073] For example, the network function combination set can be c={c1,c2,c3…cn}, where c1 to cn respectively represent the core network network function combination, for example: c1 is defined as authentication management function (Authentication Management Function, abbreviated as AMF), c2 is authentication management function and user plane data network (Authentication Management Function and User Data Management, abbreviated as AMF+UDM), session management function (Session Management Function, abbreviated as SMF), user plane function (User Plane Function, abbreviated as UPF), etc. This is only an illustrative example and does not limit the core network functions included in the network function combination set.
[0074] Optionally, when it is determined that the target deployment location of the network function is a satellite, the corresponding satellite resource utilization rate and network delay parameter of each network function in the network function set when deployed on the satellite can be calculated respectively. The satellite resource utilization rate can be represented by r, and the network delay parameter can be represented by δ, wherein the network delay parameter can be used to represent the satellite network delay, for example, the delay from random access of the user to the completion of the final bearer establishment.
[0075] Optionally, after determining the corresponding satellite resource utilization rate r of each network function in the network function set when it is deployed on the satellite, the satellite resource utilization rate of each network function can be compared with the maximum satellite resource utilization rate r_high. In response to the satellite resource utilization rate r corresponding to a certain network function> the maximum satellite resource utilization rate r_high, the network function can be deleted from the network function set, thereby obtaining a target network function set, wherein the satellite resource utilization rates of each network included in the target network function set are all less than the satellite resource utilization rate threshold. The priority of each network function in the target network function set can be determined based on the satellite resource utilization rate and network delay parameters corresponding to each network function included in the target network function set, thereby determining the network function with the highest priority as the target network function, and deploying the target network function on the satellite.
[0076] For example, the core network function combination set is traversed in sequence, and the core network function combination set can be: {c1, c2, c3...cn}. When c1~cn are on the satellite, the corresponding r and δ are calculated, and the priority set is calculated based on r and δ. Each priority in the priority set is the satellite priority corresponding to the corresponding network function. The priority set can be: {Δ1, Δ2, Δ3...Δn}, where Δn=w_1*r+w_2 / δ. Among them, Δn can be used to represent the priority corresponding to the nth network function, w_1 can be used to represent the weight of the computing resource utilization r, and w_2 can be used to represent the weight of the network delay parameter δ. After determining the priority corresponding to each network function, the comprehensive priority set {Δ1, Δ2, Δ3...Δn} can be traversed. If the core network function combination corresponding to the element in the set makes the computing resource utilization r>r_high, then the element is deleted from the set. After the traversal is completed, a new comprehensive priority set {Δ1, Δ2, Δ3...Δn'} is obtained, n'≤n.
[0077] Optionally, when the priority corresponding to the network function is the highest, the network function is deployed on the satellite.
[0078] For example, the maximum value in the new comprehensive priority set {Δ1, Δ2, Δ3…Δn'} is selected, the core network function corresponding to the maximum value is found, and the core network function is deployed on the satellite.
[0079] It should be noted that the above embodiments can be executed by a network function deployment device of a network.
[0080] In this embodiment, the target deployment information of the network function of the network can be determined according to the comparison result of the satellite resource utilization rate and the satellite resource utilization rate threshold, so that the network function of the network can be deployed according to the target deployment information. Since the usage of satellite resources can be determined according to the satellite resource utilization rate, the target deployment information of the network function of the network can be dynamically adjusted, that is, the network function of the network is dynamically adjusted to be deployed on the satellite or the ground, thereby achieving the purpose of dynamically reconstructing the deployment position of the network function of the network, so that the network resources can be maximized, thereby achieving the purpose of effectively utilizing the network resources, and solving the technical problem of not being able to effectively utilize the network resources.
[0081] The following is a further introduction to an efficient and intensive dynamic reconfiguration satellite-ground fusion network architecture design according to an embodiment of the present invention.
[0082] Figure 3 is a flow chart of an efficient and intensive method for designing a dynamic reconstruction satellite-ground fusion network architecture according to an embodiment of the present invention. Figure 3 As shown, the method may include the following steps:
[0083] Step S301, defining computing resource utilization, core network function combination set and network delay parameters.
[0084] In this embodiment, based on the overall available computing resources of the satellite constellation, a computing resource utilization is defined, which can be represented by r:
[0085] r = computing resource usage / (available computing resources × available computing time)
[0086] Among them, r can be used to represent the satellite resource utilization rate; available computing resources can be used to represent the sum of available computing resources on the satellite; available computing time can be used to represent the time when resources are available on the satellite within a certain time period; computing resource usage can be used to represent the sum of computing resources already occupied on the satellite within a given time period. Among them, the time period can be 1 day, 1 week or longer, and there is no specific limitation here.
[0087] Optionally, a core network function combination set c = {c1, c2, c3…cn} is defined, where c1 to cn represent core network network function combinations respectively. For example, c1 is defined as AMF, c2 is defined as AMF+UDM, etc. There is no restriction on the core network network function combination here.
[0088] Define a network delay parameter, which can be represented by δ and is used to indicate the core concern delay of the satellite communication network. For example, the network delay parameter can be defined as the delay from random access of a user to the completion of the final bearer establishment.
[0089] Optionally, for a low-Earth orbit satellite communication system, considering the limited on-board computing resources, in the initial stage, a network architecture strategy of deploying the base station on the satellite and centrally deploying the core network on the ground is adopted.
[0090] Step S302, determine the resource utilization rate.
[0091] In this embodiment, it is determined whether the resource utilization rate is greater than the maximum value of the resource utilization rate or less than the minimum value of the resource utilization rate. If the resource utilization rate is less than the minimum value of the resource utilization rate, that is, r < r_low, then step S304 is executed. If the resource utilization rate is greater than the maximum value of the resource utilization rate, that is, r > r_high, then step S303 is executed.
[0092] Step S303, offload the on-board core network function.
[0093] In this embodiment, the on-board core network function is offloaded.
[0094] Optionally, since the resource utilization rate is greater than the maximum value of the resource utilization rate, it is determined that the computing resource utilization rate r of the satellite constellation is relatively high, and the base station should be given priority. If the on-board core network computing resources are carried at this time, the on-board core network function is offloaded and deployed on ground facilities.
[0095] Step S304, successively upload the core network functions to the satellite.
[0096] In this embodiment, the core network functions are successively uploaded to the satellite.
[0097] Optionally, since the resource utilization rate is less than the minimum value of the resource utilization rate, it is determined that the computing resource utilization rate r of the satellite constellation is relatively low, and thus the core network functions are successively uploaded to the satellite.
[0098] Step S305, calculate the resource utilization rate and network delay parameters after the core network function combination is uploaded to the satellite.
[0099] In this embodiment, after each core network function combination in the core network function combination set is uploaded to the satellite according to step S304, the resource utilization rate and network delay parameters after each core network function combination in the core network function combination set is uploaded to the satellite are calculated respectively.
[0100] Step S306, determine the size relationship between the resource utilization rate of the core network function combination and the maximum value of the resource utilization rate.
[0101] In this embodiment, it is determined whether the resource utilization rate of the core network function combination is less than the maximum value r_high of the resource utilization rate. If the resource utilization rate of the core network function combination is less than the maximum value of the resource utilization rate, then step S308 is executed. If the resource utilization rate of the core network function combination is greater than the maximum value of the resource utilization rate, then step S307 is executed.
[0102] Step S307, traverse the next core network function combination.
[0103] In this embodiment, the next core network function combination in the core network function combination set is traversed.
[0104] Step S308, calculating the comprehensive priority to obtain a new set.
[0105] In this embodiment, the comprehensive priority of each core network function combination in the core network function combination set is calculated to obtain a new set.
[0106] Optionally, the core network function combination set is traversed in sequence, and the core network function combination set can be: {c1, c2, c3...cn}, and r and δ are calculated when c1~cn are on the satellite, and the comprehensive priority is calculated based on r and δ. The comprehensive priority can be: {Δ1, Δ2, Δ3...Δn}, Δn=w_1*r+w_2 / δ. Among them, w_1 represents the weight of the calculation resource utilization r, and w_2 represents the weight of the network delay parameter δ.
[0107] Optionally, the set of comprehensive priorities {Δ1, Δ2, Δ3 ... Δn} is traversed, and if the core network function combination corresponding to the element in the set makes the computing resource utilization r>r_high, the element is deleted from the set. After the traversal is completed, a new set of comprehensive priorities {Δ1, Δ2, Δ3 ... Δn'} is obtained, where n'≤n.
[0108] Step S309, determining whether the comprehensive priority set is empty.
[0109] In this embodiment, it is determined whether the new comprehensive priority set {Δ1, Δ2, Δ3 . . . Δn'} is empty. If it is empty, it means that there is no core network function combination that meets the conditions, and step S310 is executed. If it is not empty, step S311 is executed.
[0110] Step S310, keeping the network architecture unchanged.
[0111] In this embodiment, the network architecture remains unchanged.
[0112] Step S311, select the core network function combination corresponding to the maximum value in the set, carry out satellite launch, and reconstruct the network architecture.
[0113] In this embodiment, the maximum value in the new comprehensive priority set {Δ1, Δ2, Δ3…Δn'} is selected to find the corresponding core network function combination, which can be recorded as c_target. c_target is selected to be launched and the network architecture is reconstructed.
[0114] An example of an efficient and intensive method for designing a dynamic reconstruction satellite-ground fusion network architecture according to an embodiment of the present invention is given below.
[0115] Assume that for a low-orbit satellite broadband mobile communication system with 300 satellites, the initial base stations are set up on the satellites and the core network is centrally deployed on the ground.
[0116] Optionally, set r_low=30%, r_high=70%, weights w_1=1, w_2=1000, and the core network function combination set is {AMF, AMF+UDM, AMF+UDM+SMF, AMF+UDM+UPF}.
[0117] Optionally, after setting a scenario where the core network is centrally deployed on the ground, the resource utilization r is calculated, and when the satellite constellation calculates that the resource utilization r is less than 30%, the core network function is triggered to go online.
[0118] Optionally, after triggering the core network function to go online, traverse the set {AMF, AMF+UDM, AMF+UDM+SMF, AMF+UDM+UPF}, calculate r and δ respectively, and obtain the comprehensive priority Δ=1*r+1000 / δ corresponding to each core network function combination.
[0119] Optionally, after obtaining the comprehensive priority corresponding to each core network function combination, compare the comprehensive priorities under each combination, select the maximum value, and find the corresponding core network function combination, assuming that it is AMF+UDM after evaluation. Then AMF+UDM is put on the satellite and the network architecture is reconstructed.
[0120] Optionally, after a period of time of reconstructing the network architecture, the computing workload of the base station increases, triggering the satellite constellation computing resource utilization r>70%, then the AMF+UDM function is re-placed on the ground for deployment and the network architecture is reconstructed.
[0121] The present application provides a network function deployment device for a network, Figure 4 is a schematic diagram of a network function deployment device of a network according to an embodiment of the present invention, such as Figure 4 As shown, the network function deployment device 400 of the network includes: an acquisition module 401, used to obtain the satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the overall satellite resources; a determination module 402, used to determine the target deployment information of the network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to indicate the satellite or the ground; a control module 403, used to deploy the network function of the network based on the target deployment information.
[0122] Optionally, the determination module 402 may include: a comparison unit, used to compare the satellite resource utilization rate with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result; and a first determination unit, used to determine the target deployment information of the network function of the network based on the first comparison result.
[0123] Optionally, the determination module 402 may further include: a second determination unit, configured to determine that the target deployment information is ground in response to the first comparison result being that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate.
[0124] Optionally, the determination module 402 may also include: a third determination unit, used to determine the current deployment location of the network function of the network; a removal unit, used to remove the network function in the satellite in response to the current deployment location of the network function being a satellite; and a first deployment unit, used to deploy the network function on the ground.
[0125] Optionally, the determination module 402 may also include: a second comparison unit, used to compare the satellite resource utilization rate with the minimum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a second comparison result; and a fourth determination unit, used to determine the target deployment information of the network function of the network based on the second comparison result.
[0126] Optionally, the determination module 402 may further include: a fifth determination unit, configured to determine that the target deployment information is a satellite in response to the second comparison result being that the computing resource usage rate is lower than the minimum satellite resource usage rate.
[0127] Optionally, the network function deployment device 400 of the network may further include: a first determination module, used to determine a network function set corresponding to the network function of the network, wherein the network function set includes at least one network function of the network; a calculation module, used to calculate the satellite resource utilization rate and network delay parameters corresponding to at least one network function when the at least one network function is deployed on the satellite; a second determination module, used to determine the priority corresponding to at least one network function based on the satellite resource utilization rate and the network delay parameters corresponding to the network function in response to the satellite resource utilization rate corresponding to the network function being lower than the maximum satellite resource utilization rate; and a deployment module, used to deploy the network function on the satellite in response to the network function having the highest priority.
[0128] An embodiment of the present application further provides a computer-readable storage medium, in which a computer program is stored, wherein the computer program is configured to execute the steps of any of the above-mentioned network function deployment method embodiments when running on a computer or a processor.
[0129] Optionally, in this embodiment, the computer-readable storage medium may be configured to store a computer program for performing the following steps:
[0130] Step S201, obtaining a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the overall satellite resources;
[0131] Step S202: determining target deployment information of network functions of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to represent the satellite or the ground;
[0132] Step S203: deploy network functions of the network based on the target deployment information.
[0133] Optionally, in this embodiment, the above-mentioned computer-readable storage medium may include but is not limited to: a USB flash drive, a read-only memory (ROM), a random access memory (RAM), a mobile hard disk, a magnetic disk or an optical disk, and other media that can store computer programs.
[0134] An embodiment of the present application further provides an electronic device, including a memory and a processor, wherein a computer program is stored in the memory, and the processor is configured to run the computer program to execute the steps in any of the above-mentioned network function deployment method embodiments.
[0135] Optionally, in this embodiment, the processor in the electronic device may be configured to run a computer program to perform the following steps:
[0136] Step S201, obtaining a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate the proportion of used satellite resources to the total satellite resources;
[0137] Step S202, determining target deployment information of network functions of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to represent a satellite or a ground;
[0138] Step S203: deploy network functions of the network based on the target deployment information.
[0139] Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation modes, and this embodiment will not be described in detail here.
[0140] The serial numbers of the above-mentioned embodiments of the present application are for description only and do not represent the advantages or disadvantages of the embodiments.
[0141] In the above embodiments of the present application, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, please refer to the relevant description of other embodiments.
[0142] In the several embodiments provided in this application, it should be understood that the disclosed technical content can be implemented in other ways. Among them, the device embodiments described above are only schematic. For example, the division of the units can be a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of units or modules, which can be electrical or other forms.
[0143] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.
[0144] In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.
[0145] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions to enable a computer device (which can be a personal computer, server or network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: U disk, read-only memory (ROM), random access memory (RAM), mobile hard disk, disk or optical disk and other media that can store program code.
[0146] The above is only a preferred implementation of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present application. These improvements and modifications should also be regarded as the scope of protection of the present application.
Claims
1. A network function deployment method for a network, characterized in that: include: Obtaining a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate a proportion of used satellite resources to the total satellite resources; Determine target deployment information of network functions of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to represent a satellite or a ground; deploying the network function of the network based on the target deployment information; Among them, determining the target deployment information of the network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold includes: comparing the satellite resource utilization rate with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result; in response to the first comparison result being that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate, determining that the target deployment information is the ground.
2. The method according to claim 1, characterized in that The method further comprises: determining a current deployment location of the network function of the network; In response to the current deployment location of the network function being the satellite, removing the network function from the satellite; The network function is deployed on the ground.
3. The method according to claim 1, characterized in that Determining target deployment information of network functions of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold includes: Compare the satellite resource utilization rate with the minimum satellite resource utilization rate in the satellite resource utilization rate thresholds to obtain a second comparison result; Based on the second comparison result, the target deployment information of the network function of the network is determined.
4. The method according to claim 3, characterized in that Determining the target deployment information of the network function of the network based on the second comparison result includes: In response to the second comparison result being that the satellite resource utilization rate is lower than the minimum satellite resource utilization rate, determining that the target deployment information is the satellite.
5. The method according to claim 4, characterized in that The method further comprises: Determine a network function set corresponding to the network function of the network, wherein the network function set includes at least one of the network functions of the network; Calculating the satellite resource utilization rate and network delay parameter corresponding to the at least one network function when the at least one network function is deployed on the satellite; In response to the satellite resource usage rate corresponding to the network function being lower than the maximum satellite resource usage rate, determining a priority corresponding to the at least one network function based on the satellite resource usage rate corresponding to the network function and the network delay parameter; In response to the priority corresponding to the network function being the greatest, the network function is deployed on the satellite.
6. A network function deployment device for a network, characterized in that: include: An acquisition module, used to acquire a satellite resource utilization rate, wherein the satellite resource utilization rate is used to indicate a proportion of used satellite resources to the total satellite resources; A determination module, configured to determine target deployment information of a network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold, wherein the target deployment information is used to represent a satellite or a ground; A deployment module, configured to deploy the network function of the network based on the target deployment information; Among them, the determination module is also used to determine the target deployment information of the network function of the network based on the satellite resource utilization rate and the satellite resource utilization rate threshold through the following steps: comparing the satellite resource utilization rate with the maximum satellite resource utilization rate in the satellite resource utilization rate threshold to obtain a first comparison result; in response to the first comparison result being that the satellite resource utilization rate is higher than the maximum satellite resource utilization rate, determining that the target deployment information is the ground.
7. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, wherein the computer program is configured to execute the network function deployment method of the network described in any one of claims 1 to 5 when running on a computer or a processor.
8. An electronic device comprising a memory and a processor, characterized in that: The memory stores a computer program, and the processor is configured to run the computer program to execute the network function deployment method of the network as described in any one of claims 1 to 5.
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