WO2024004177A1 - Resource sharing within cloud group formed of plurality of clouds - Google Patents

Resource sharing within cloud group formed of plurality of clouds Download PDF

Info

Publication number
WO2024004177A1
WO2024004177A1 PCT/JP2022/026394 JP2022026394W WO2024004177A1 WO 2024004177 A1 WO2024004177 A1 WO 2024004177A1 JP 2022026394 W JP2022026394 W JP 2022026394W WO 2024004177 A1 WO2024004177 A1 WO 2024004177A1
Authority
WO
WIPO (PCT)
Prior art keywords
cloud
target application
application
deployed
control device
Prior art date
Application number
PCT/JP2022/026394
Other languages
French (fr)
Japanese (ja)
Inventor
仁 中里
紗季 田中
遥 堀内
Original Assignee
楽天モバイル株式会社
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 楽天モバイル株式会社 filed Critical 楽天モバイル株式会社
Priority to PCT/JP2022/026394 priority Critical patent/WO2024004177A1/en
Publication of WO2024004177A1 publication Critical patent/WO2024004177A1/en

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/08Configuration management of networks or network elements
    • H04L41/0895Configuration of virtualised networks or elements, e.g. virtualised network function or OpenFlow elements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/40Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using virtualisation of network functions or resources, e.g. SDN or NFV entities

Definitions

  • the present disclosure relates to resource sharing within a cloud group formed by multiple clouds.
  • Edge computing which is a distributed architecture, has been attracting attention in recent years.
  • Edge computing is a distributed computing system that performs at least some of its processing in an edge cloud built on edge servers installed near user terminals (UEs), instead of a central cloud built on a central data center. It is ing.
  • UEs user terminals
  • the processing for providing services to user terminals, which was concentrated in the center cloud is distributed to the edge cloud, thereby distributing the processing load.
  • the computing resources allocated to the edge cloud may not be sufficient, and it may be difficult to stably provide services to user terminals.
  • a control device includes one or more processors.
  • the one or more processors select a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds. Further, the one or more processors deploy all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group.
  • the one or more processors also monitor the RRC (Radio Resource Control) state of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. Get information.
  • the one or more processors may also transmit the PDU from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. Instructs to switch the session route.
  • a control method includes a control method that selects a target application to be deployed to a secondary cloud in the cloud group from an existing application deployed in a primary cloud in a cloud group formed by a plurality of clouds, using a processor. Including using and selecting. Further, the control method includes deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group using a processor. The control method also includes information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. , using a processor. The control method also includes controlling the PDU session from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. This includes instructing the switching of routes using a processor.
  • CNF Containerized Network Function
  • a non-transitory computer-readable medium records a program.
  • one or more processors of the computer are configured to deploy an existing application deployed in a primary cloud in a cloud group formed by a plurality of clouds to a secondary cloud in the cloud group. Select the target application you want to use. Further, the one or more processors deploy all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group.
  • the one or more processors also monitor the RRC (Radio Resource Control) state of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. Get information.
  • the one or more processors may also transmit the PDU from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. Instructs to switch the session route.
  • FIG. 1 is a conceptual diagram showing a cloud group to which a control device according to the present disclosure is applied.
  • FIG. 2 is a diagram showing the relationship between services and applications in a microservice architecture.
  • FIG. 3 is a functional block diagram illustrating a configuration example of a control device according to the present disclosure.
  • FIG. 4A is a diagram for explaining an application example of the control device according to the present disclosure.
  • FIG. 4B is a diagram for explaining an application example of the control device according to the present disclosure.
  • FIG. 5 is a flowchart illustrating an example of the operation of the control device according to the present disclosure.
  • FIG. 6 is a diagram illustrating an example of a processing sequence in the control device according to the present disclosure.
  • FIG. 7 is a block diagram showing a configuration example of the control device shown in FIG. 3.
  • a control device controls resource sharing within a cloud group formed by a plurality of clouds.
  • the controller may be an orchestrator.
  • FIG. 1 is a conceptual diagram showing a cloud group to which a control device 100 according to the present disclosure is applied.
  • the cloud group includes a plurality of (L pieces, L is an integer) edge clouds.
  • Applications for providing various services to user terminals (not shown) within a coverage area formed by one or more Radio Units (RUs) may be deployed in each edge cloud.
  • the user terminal is an ICT (Information and Communication Technology) device that can execute an application for receiving services and can communicate. Examples of user terminals include portable PCs (Personal Computers) such as smartphones and tablet terminals.
  • the user terminal may be a non-portable device such as a desktop PC.
  • a cloud group is formed from multiple edge clouds.
  • a cloud group is formed, for example, by edge clouds built on edge servers that are geographically close to each other.
  • a cloud group does not necessarily have to be formed only by edge clouds that are geographically close to each other.
  • a cloud group may be formed by edge clouds built on edge servers installed in logically close locations.
  • the cloud group may include a center cloud built on the central data center.
  • the cloud group may include a cloud built on a regional data center.
  • the edge cloud, center cloud, etc. included in a cloud group will be simply referred to as "cloud”.
  • the control device 100 may be installed in a data center where these clouds are constructed, or may be installed in a data center outside the cloud group.
  • the application is an application for providing a service to a user terminal.
  • services provided to user terminals are constructed using a microservice architecture.
  • FIG. 2 is a diagram showing the relationship between services and applications (hereinafter also referred to as "APP") in a microservice architecture.
  • a service is constructed from one or more applications.
  • the number of applications that construct one service varies depending on the service.
  • Each application is built from one or more Containerized Network Functions (CNFs).
  • CNF operates on "Kubernetes" (registered trademark), for example.
  • Kubernetes is open source software (OSS) that automatically configures and manages containerized services.
  • the number of CNFs to build one application may vary depending on the application and design.
  • CNF running on Kubernetes is constructed from one or more Pods. A Pod is the smallest unit of application that can run on Kubernetes.
  • Pods are operationally managed by Kubernetes.
  • Pods that operate on CNF have a self-repair function; for example, when a certain Pod stops operating, another Pod is activated and the CNF function self-repairs.
  • Each Pod is constructed from one or more containers.
  • microservice architecture is also being considered in 5G (fifth generation mobile communication system).
  • 5G radio access network
  • CN core network
  • the service is RAN
  • the Central Unit (CU) and Distributed Unit (DU) correspond to the application.
  • a Service Network Function (SNF) that constructs the CN, such as an AMF (Access and Mobility Management Function) or a UPF (User Plane Function), corresponds to the application.
  • AMF Access and Mobility Management Function
  • UPF User Plane Function
  • the CNF indicated by CNF#1 can be set as a CU-CP (Control Plane), and the CNF indicated by CNF#2 can be set as a CU-UP (User Plane).
  • CU-CP includes radio resource control (RRC).
  • CU-UP includes SDAP (Service Data Adaptation Protocol) and PDCP (Packet Data Convergence Protocol) related to the user plane.
  • the CU-CP and CU-UP are capable of functionally linked communication via the E1 interface. Both CU-CP and CU-UP can be connected to DU with F1 interface.
  • examples of services other than the above-mentioned RAN and CN include a web distribution service, a game provision service, a video distribution service, a music distribution service, a monitoring service, a navigation service, an automatic driving service, an email provision service, and a sensor service.
  • examples of applications that provide these services include a web distribution application, a game provision application, a video distribution application, a music distribution application, a monitoring execution application, a navigation application, an automatic driving application, a mail provision application, and a sensor execution application.
  • FIG. 3 is a functional block diagram showing a configuration example of the control device 100 according to the present disclosure.
  • the control device 100 includes a resource monitoring section 110, a resource determination section 120, an application selection section 130, a secondary cloud determination section 140, a CNF selection section 150, a path switching instruction section 160, and a deployment section 170.
  • the resource monitoring unit 110 monitors resource usage of clouds within a cloud group. Monitoring may be performed periodically, or may be performed at the timing when a request to create a new application, which will be described later, is notified to one of the clouds.
  • applications already deployed in the cloud and new applications are built using microservice architecture. That is, these applications are constructed from one or more CNFs.
  • the resource usage status includes, for example, information on the total number of CNFs that can be placed (deployed) in the cloud and the total number of CNFs of all applications actually deployed on the cloud.
  • the total number of CNFs that can be placed in the cloud may be determined by the cloud's computing resources.
  • the total number of CNFs for all applications actually deployed in the cloud is the total number of CNFs already deployed in the cloud.
  • the resource determination unit 120 determines whether the cloud has the resources to deploy all the CNFs that construct the new application when requesting the creation of a new application to the cloud in the cloud group. In other words, the resource determination unit 120 determines whether or not the resources of the cloud that has received the request to create a new application are tight.
  • the cloud that received the request to create a new application will be referred to as the "primary cloud.” A method for determining whether or not resources are tight in the resource determination unit 120 will be described later.
  • the resource determination unit 120 receives, for example, directly from the primary cloud that the primary cloud has been requested to create a new application.
  • the resource determination unit 120 may receive a request to create a new application in the primary cloud from a management device that manages registration of new applications.
  • the new application creation request includes information about the new application (hereinafter also referred to as "application information").
  • the application information includes information on the total number of CNFs for constructing new applications.
  • the resource determination unit 120 can determine whether the primary cloud has resources for deploying all CNFs for building a new application, using the following information (1) and (2). can.
  • f max is the maximum number of CNFs that can be placed in the primary cloud. In other words, f max is the sum of the number of CNFs already placed in the primary cloud and the number of CNFs that can be further placed in the primary cloud. The maximum number of CNFs that can be placed in the primary cloud may be determined by the primary cloud's computing resources. Furthermore, f sum is the sum of the number of CNFs that have already been placed in the primary cloud plus the number of CNFs that will construct a new application that has been requested to be placed in the primary cloud. In other words, the total number of CNFs f sum is the total number of CNFs scheduled to be placed in the primary cloud when all CNFs for building a new application are placed (deployed) in the primary cloud.
  • the resource determination unit 120 determines whether the primary cloud has resources for deploying all CNFs that construct a new application, based on the resource usage ratio R defined by the ratio f sum /f max . judge.
  • resource usage ratio R is less than 1, that is, In this case, it is determined that the primary cloud has the resources to deploy all the CNFs that build the new application.
  • the resource determination unit 120 determines that the primary cloud does not have the resources to deploy all the CNFs that construct the new application. If the resource usage ratio R>1, the resource determination unit 120 notifies the application selection unit 130 of a request to select an application to be deployed in a cloud different from the primary cloud (hereinafter referred to as “secondary cloud”). In the following explanation, the application that will be deployed to the secondary cloud is also referred to as the "target application.”
  • the resource determining unit 120 may make a hypothetical determination that the resources are in short supply only in a preset situation. As a result, it is possible to deploy a part of the CNF to the secondary cloud in advance before a resource shortage occurs, thereby delaying the timing at which the primary cloud's resources become scarce. For example, the resource determination unit 120 hypothetically determines that resources are tight in a situation where it is expected that new application creation requests will continue. The situations in which it is determined that resources are tight are not limited to this.
  • the resource determination unit 120 determines whether or not the resources of the primary cloud are tight, and if the resources are tight, the resource determination unit 120 requests the application selection unit 130 to select an application to be deployed to the secondary cloud. Notice. Note that the method used by the resource determination unit 120 to determine whether or not resources are tight is not particularly limited.
  • the application selection unit 130 When the application selection unit 130 receives a request to select an application (target application) to be deployed to the secondary cloud from the resource determination unit 120, the application selection unit 130 selects the target application based on the operating status of the existing application deployed to the primary cloud. do.
  • the operating status includes at least one of the operating time of the application, the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application.
  • the application selection unit 130 can obtain information about the operating time by, for example, inquiring a management device that manages the cloud.
  • the application selection unit 130 can obtain information about the operating time by, for example, inquiring a management device that manages the cloud.
  • the application selection unit 130 can obtain information about the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application by, for example, inquiring the UPF.
  • the application selection unit 130 selects the application with the shortest operating time as the target application.
  • the application selection unit 130 selects the application with the least number of user terminals as the target application.
  • the application selection unit 130 selects the application with the least amount of data as the target application.
  • the application selection unit 130 selects the application with the lowest throughput as the target application.
  • applications with low uptime are relocated to the secondary cloud, while applications with long uptime are maintained in the primary cloud.
  • applications with a small number of connected user terminals are relocated to the secondary cloud, and applications with a large number of connected user terminals are maintained in the primary cloud.
  • applications with small amounts of data are relocated to the secondary cloud, while applications with large amounts of data are kept in the primary cloud.
  • applications with low throughput are relocated to the secondary cloud, while applications with high throughput are kept in the primary cloud.
  • the application selection unit 130 may use the instantaneous operating status in a situation where primary cloud resources are tight, or may use the average operating status within a time span such as one day, several days, or one week. May be used.
  • the operating status in a situation where primary cloud resources are tight it is possible to suppress the impact on user terminals immediately after existing applications are relocated to the secondary cloud.
  • the average operating status within a time span such as one day, several days, or one week is used, the influence on the user terminal within the time span can be suppressed.
  • the application selection unit 130 may also use the operating status of existing applications deployed in the clouds in the cloud group. In this case, the application is selected as the target application because the application's operating time, the number of user terminals connected to the application, the amount of data of the application, or the throughput of the application are temporarily low in the primary cloud. This can be prevented.
  • the application selection unit 130 After determining the target application, the application selection unit 130 notifies the secondary cloud determination unit 140 of information on the total number of CNFs (f total ) for constructing the target application. Further, the application selection unit 130 notifies the path switching instruction unit 160 of information about the target application.
  • the secondary cloud determining unit 140 determines a secondary cloud within the cloud group in which at least a portion of the CNF for constructing the target application will be placed. An example of determining the secondary cloud will be described later. Furthermore, the secondary cloud determining unit 140 sets the number (f) of CNFs to be placed in the secondary cloud among all CNFs that construct the target application. For example, the secondary cloud determining unit 140 sets the number of surplus CNFs (f d ) that cannot be deployed to the primary cloud to the number of CNFs (f) to be placed in the secondary cloud.
  • the secondary cloud determining unit 140 calculates the number of surplus CNFs (f d ) using, for example, the following formula.
  • the number of surplus CNFs (f d ) calculated using equation (3) is the number of CNFs that cannot be deployed to the primary cloud when attempting to deploy as many CNFs as possible to the primary cloud among the CNFs that construct the target application. The number of pieces.
  • the method for calculating the number of surplus CNFs (f d ) is not limited to the above.
  • the number of CNFs that can be placed in the primary cloud is set in advance as a threshold value (f threshold , f threshold ⁇ f max ), and the number (f sum - f threshold ) exceeding this threshold value (f threshold ) is set as surplus. It may also be the number of CNFs (f d ).
  • (f max - f threshold ) free resources are secured in the primary cloud for each CNF.
  • the secondary cloud determining unit 140 sets the thus calculated number of surplus CNFs (f d pieces) that cannot be deployed to the primary cloud as the number (f) of CNFs to be placed in the secondary cloud. Note that the secondary cloud determining unit 140 may set the number of all CNFs (f total ) that constructs the target application to the number of CNFs (f). In this case, all CNFs that construct the target application will be deployed to the secondary cloud.
  • the secondary cloud determining unit 140 determines the secondary cloud based on, for example, the size of free resources when a cloud other than the primary cloud in the cloud group deploys f CNFs. The size of empty resources is counted in units of one CNF. The secondary cloud determining unit 140 can obtain information about the resource usage status of clouds in the cloud group from the resource determining unit 120.
  • the secondary cloud determining unit 140 may determine the secondary cloud based not only on the size of free resources but also on the geographical (or logical) distance between the primary cloud and a cloud other than the primary cloud. . For example, if there are multiple clouds with the same size of free resources, the secondary cloud determining unit 140 determines the cloud with the smallest distance from the primary cloud as the secondary cloud among the multiple clouds with the same size of free resources. It's okay.
  • the secondary cloud determining unit 140 may determine the secondary cloud based on the geographical (or logical) distance between the primary cloud and a cloud other than the primary cloud. For example, the secondary cloud determining unit 140 may determine the cloud with the smallest distance from the primary cloud as the secondary cloud, regardless of the size of free resources. When determining the secondary cloud based on distance, it is possible to reduce the delay time caused by PDU session switching, which will be described later.
  • the secondary cloud determining unit 140 may determine the secondary cloud based on a delay time due to switching of a PDU session path, which will be described later. For example, the secondary cloud determining unit 140 estimates the delay time caused by switching the path of the PDU session based on the geographical location of the server where each cloud is installed, the specifications of the computing resources of each cloud, etc. can do. The secondary cloud determining unit 140 may determine the cloud with the minimum delay time as the secondary cloud. Thereby, the influence caused by switching the PDU session path can be minimized.
  • the secondary cloud determining unit 140 may determine the secondary cloud based on the current free resource size of clouds other than the primary cloud in the cloud group. In this case, the secondary cloud determining unit 140 may determine the secondary cloud and then set the number (f) of CNFs to be placed in the secondary cloud. This also allows the maximum number of CNFs to be placed in the secondary cloud. Further, the secondary cloud determining unit 140 may always determine a specific cloud within the cloud group as the secondary cloud. In this case, the time it takes for a new application to be deployed and service provision to start can be shortened.
  • the secondary cloud determination unit 140 notifies the deployment unit 170 of information on the determined secondary cloud. Further, the secondary cloud determining unit 140 notifies the CNF selecting unit 150 of information about the number (f) of CNFs to be placed in the secondary cloud.
  • the CNF selection unit 150 acquires information about the characteristics of the CNF that constructs the target application, for example, from a management device that manages application registration.
  • the characteristics of the CNF are information representing the role played by the CNF when a service is provided, such as, for example, the CNF is related to user data or control data.
  • CNFs related to user data are accessed directly from the user terminal.
  • CNFs related to user data are directly connected to user terminals.
  • CNFs associated with control data are typically not directly accessed by user terminals, but may be connected to CNFs associated with user data.
  • the CNF selection unit 150 also acquires information on the number (f) of CNFs placed in the secondary cloud from the secondary cloud determination unit 140.
  • the CNF selection unit 150 selects CNFs to be placed in the secondary cloud from among the CNFs that construct the target application, based on the priority order of the CNFs, in descending order of the priority order of the CNFs.
  • the CNF placed in the secondary cloud will also be referred to as "target CNF.”
  • the CNF priorities may be set in advance. For example, CNF priorities may be set based on CNF characteristics.
  • the characteristics of the CNF are information representing the role played by the CNF when a service is provided, such as whether the CNF is related to user data or control data.
  • priorities are set focusing on functions related to user data and functions related to control data, the priority of CNFs related to user data is higher than the priority of CNFs related to control data.
  • the CNF selection unit 150 selects CNFs to be placed in the secondary cloud, CNFs that can be directly accessed from user terminals are preferentially placed in the primary cloud. It becomes like this. Therefore, the influence of communication delay when a user terminal receives service provision can be suppressed.
  • the CNF selection unit 150 Upon selecting a target CNF, the CNF selection unit 150 notifies the deployment unit 170 of information on the target CNF. Note that if the number (f) of CNFs arranged in the secondary cloud, which is notified from the secondary cloud determining unit 140, is equal to the total number of CNFs that construct the target application, the CNF selecting unit 150 selects all CNFs of the target application. Select.
  • the route switching instruction unit 160 acquires information about the selected application from the application selection unit 130.
  • the application selected by the application selection unit 130 is an application (target application) to be deployed to the secondary cloud.
  • the path switching instruction unit 160 acquires information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud.
  • the path switching instructing unit 160 can obtain information on the RRC state from, for example, an AMF (Access and Mobility management Function).
  • RRC_CONNECTED is a state in which an RRC (Radio Resource Control) connection between the RAN and the user terminal has been set.
  • RRC_CONNECTED the location of the user terminal is known by the RAN at cell level.
  • RRC_CONNECTED the context of the user terminal is saved in the RAN and CN.
  • RRC_IDLE is a state in which no RRC connection is set.
  • the location of the user terminal is not known by the RAN at the cell level, but the location of the user terminal is known by the CN at the location registration area level.
  • the location registration area level corresponds to the tracking area in LTE (Long Term Evolution).
  • RRC_IDLE the context of the user terminal is not held in the RAN, but the context of the user terminal is saved in the CN.
  • RRC_INACTIVE is a state in which an RRC connection is not set.
  • the context of the user terminal is saved in the RAN and CN.
  • the state of the user terminal is almost the same as the state of the user terminal in RRC_IDLE. Therefore, the power saving state is maintained in the user terminal.
  • the context of the user terminal is also held in the RAN, the number of signals required for the procedure for returning to RRC_CONNECTED can be reduced.
  • the route switching instruction unit 160 instructs switching of the PDU session route from the route to the target application deployed in the primary cloud to the route to the target application deployed in the secondary cloud, according to the RRC state.
  • the path for forming a PDU session from the user terminal to the target application deployed in the primary cloud will also be referred to as a "first path.”
  • a path for forming a PDU session from a user terminal to a target application relocated to a secondary cloud is also referred to as a "second path.”
  • the route switching instructing unit 160 instructs to switch the route of the PDU session from the first route to the second route according to the RRC state.
  • the route switching instructing unit 160 instructs the deploying unit 170 to switch the route, for example, when the number of user terminals whose RRC status is RRC_CONNECTED is equal to or less than a predetermined threshold.
  • the user terminal is a user terminal with which a PDU session has been established with a target application deployed in the primary cloud.
  • the predetermined threshold is set to, it is possible to control the number of user terminals that are affected by switching the path of the PDU session from the first path to the second path.
  • the predetermined threshold value may be set to a fixed value. In this case, the maximum number of affected user terminals can be made uniform regardless of the type of target application.
  • the predetermined threshold value may be set depending on the QoS (Quality of service) required of the target application.
  • QoS Quality of service
  • examples of QoS include high-speed bandwidth guarantee, high-speed best effort, low-speed bandwidth guarantee, and low-speed best effort.
  • QoS is higher in the order of high-speed bandwidth guarantee, high-speed best effort, low-speed bandwidth guarantee, and low-speed best effort.
  • the predetermined threshold value for the video distribution application may be set to "10"
  • the predetermined threshold value for the mail provision application having a lower QoS than the video distribution application may be set to "100".
  • the route switching instruction unit 160 compares the number of user terminals that are RRC_CONNECTED among the user terminals for which a PDU session has been established between a predetermined threshold value "10" and the video distribution application.
  • the route switching instruction unit 160 instructs switching of the PDU session route when the number of user terminals that are RRC_CONNECTED among the user terminals that have established a PDU session with the video distribution application is 10 or less. .
  • the path switching instruction unit 160 does not output a switching instruction. Therefore, the PDU session passing through the first route is maintained until the number of user terminals in RRC_CONNECTED becomes 10 or less.
  • the route switching instruction unit 160 compares the number of user terminals that are RRC_CONNECTED among the user terminals for which a PDU session has been established between the predetermined threshold value "100" and the mail providing application.
  • the route switching instruction unit 160 instructs switching of the PDU session route when the number of user terminals that are RRC_CONNECTED among the user terminals that have established a PDU session with the email providing application is 100 or less. . Therefore, even if the number of user terminals that have established PDU sessions with the email providing application is 99, the PDU session route will be switched from the first route to the second route. .
  • a predetermined threshold is compared with the number of RRC_CONNECTED, and when the number of RRC_CONNECTED is less than or equal to the predetermined threshold, switching of the route is instructed.
  • the predetermined threshold value may be set depending on the priority level required of the new application.
  • the predetermined threshold value may be set to a larger value as the priority required for the new application is higher. For example, if the new application has a high degree of urgency, such as an autonomous driving application, and needs to be created in the primary cloud immediately, the predetermined threshold may be set to a very large value. In this case, even if the number of user terminals whose RRC status is RRC_CONNECTED is large, switching of the PDU session path will be instructed.
  • the predetermined threshold value may be set depending on the time period in which the target application is used. For example, if it is expected that the number of user terminals using the target application is greater during the daytime hours than at nighttime hours, the predetermined threshold value for daytime hours may be set to a larger value than the predetermined threshold value for nighttime hours. may be set.
  • the deployment unit 170 deploys the f target CNFs selected by the CNF selection unit 150 to the secondary cloud. Further, upon receiving the path switching instruction from the path switching instruction section 160, the deploying section 170 executes processing for establishing a PDU session between the user terminal and the target application deployed in the secondary cloud. Additionally, the deployment unit 170 executes processing for deleting the target CNF deployed in the primary cloud.
  • FIG. 4A shows the path of the PDU session before path switching.
  • FIG. 4B shows the path of the PDU session after path switching.
  • FIGS. 4A and 4B show an example in which the cloud group includes Edge Cloud #1 and Edge Cloud #2.
  • FIGS. 4A and 4B show five user terminals (UE#1, UE#2, UE#3, UE#4, and UE#5) located within the coverage area formed by the RU. ing. Note that the number of clouds, the number of RUs, and the number of UEs included in a cloud group are not limited.
  • FIG. 4A shows that DU, CU, UPF, and APP #1, which are indicated by solid lines, are deployed in Edge Cloud #1 before the path switching.
  • UE#1, UE#2, UE#3, UE#4, and UE#5 have established a PDU session through the first route with APP#1.
  • Edge Cloud #1 is requested to create APP #2, which is indicated by a dotted line.
  • the application selection unit 130 selects APP #1 as the target application to be deployed on the secondary cloud, and the secondary cloud determination unit 140 determines Edge Cloud #2 as the secondary cloud.
  • the CNF selection unit 150 selects all CNFs constructing APP #1 as target CNFs.
  • FIG. 4B shows how APP #1 is relocated from Edge Cloud #1 to Edge Cloud #2.
  • the route switching instruction unit 160 determines whether the number of user terminals whose RRC state is RRC_CONNECTED and which has established a PDU session with APP #1 on the first route and a predetermined threshold value are determined. be compared. When the number of user terminals that are RRC_CONNECTED is a predetermined threshold, switching of the PDU session path is instructed. After route switching, the PDU session between the user terminal and the target application (APP #1) connects the DU, CU, UPF deployed on Edge Cloud #1, and APP #1 deployed on the secondary cloud. The second path will be established. By relocating APP #1 from Edge Cloud #1 to Edge Cloud #2, APP #2 can be deployed to resources available in Edge Cloud #1.
  • FIG. 5 is a flowchart illustrating an example of the operation of the control device 100 according to the present disclosure.
  • the resource monitoring unit 110 monitors the resource usage status of the cloud in the cloud group (S11).
  • the resource determining unit 120 determines whether or not the resources of the primary cloud are tight (S12). Specifically, the resource determination unit 120 determines that resources are tight if the primary cloud does not have the resources to deploy all CNFs that construct a new application.
  • the application selection unit 130 selects an application (target application) to be deployed to the secondary cloud from existing applications deployed to the primary cloud, based on the operating status of the application (S13).
  • the secondary cloud determining unit 140 sets the number (f) of CNFs (target CNFs) to be placed in the secondary cloud among all CNFs that construct the target application (S14).
  • the secondary cloud determining unit 140 determines a secondary cloud (S15). Note that, as described above, the number (f) of CNFs (target CNFs) may be set after determining the secondary cloud.
  • the CNF selection unit 150 selects CNFs (target CNFs) to be placed in f secondary clouds from the CNFs that construct the target application (S16). In S16, the CNF selection unit 150 may select the target CNF based on a preset CNF priority order.
  • the deployment unit 170 deploys the selected target CNF to the secondary cloud (S17).
  • the route switching instruction unit 160 changes the route for forming a PDU session from a first route to a second route according to the RRC status of one or more user terminals with which a PDU session has been established with the target application.
  • An instruction is given to switch (S18). Specifically, when the number of RRC states of one or more user terminals with which a PDU session has been established with the target application is RRC_CONNECTED is equal to or less than a predetermined threshold, the path switching instruction unit 160 Instructs to switch the PDU session route. Note that in S12, if it is determined that the resources of the primary cloud for which the new application creation request was made are not under strain, the deployment unit 170 creates the new application in the primary cloud. (S19).
  • FIG. 6 is a diagram illustrating an example of a processing sequence in the control device 100 according to the present disclosure.
  • the control device 100 monitors the resource usage status of the cloud in the cloud group (“resource information management”, T11).
  • FIG. 6 shows how the resource usage status of the i-th cloud (also referred to as cloud (i)) other than the primary cloud in the cloud group is monitored.
  • i 1 to N-1
  • N is the total number of clouds in the cloud group.
  • the resource usage status may be monitored periodically or triggered by a request to create a new application.
  • the control device 100 triggers a request to create a new application to the primary cloud in the cloud group (“new application creation request”, T12), and the control device 100 determines that the resources for deploying all CNFs for building the new application are available in the primary cloud. It is determined whether the resource is present (“resource determination”, T13). For example, if the resource usage ratio R defined by the ratio f sum /f max is 1 or less, the control device 100 determines that the primary cloud has resources for deploying all CNFs that construct a new application ("resources are tight"). “No”). On the other hand, if the resource usage ratio R is greater than 1, the control device 100 determines that the primary cloud does not have the resources to deploy all the CNFs that construct the new application (“resources are tight”).
  • the control device 100 selects an application (target application) to be deployed to the secondary cloud ("application selection", T14).
  • the target application is selected from existing applications deployed in the primary cloud based on the operating status of the application.
  • the control device 100 determines a secondary cloud in which to place at least a portion of the CNF that constructs the target application (“determine secondary cloud”, T15).
  • the control device 100 sets the number of CNFs (target CNFs) to be placed in the secondary cloud.
  • the control device 100 selects a CNF (target CNF) to be placed in the secondary cloud based on the priority order of the CNFs (“CNF selection”, T16).
  • the control device 100 deploys the selected target CNF to the secondary cloud (T17). Note that in the "resource determination” (T13), if it is determined that "there is no resource strain", the control device 100 may decide to deploy all CNFs for constructing a new application in the primary cloud (T14, T15). , T16). In this case, the control device 100 deploys all CNFs for constructing a new application to the primary cloud (T17A).
  • the control device 100 switches the path of the PDU session established between the user terminal and the target application, depending on the RRC state of one or more user terminals with which a PDU session has been established with the target application (" "Route switching", T18). For example, a process for establishing a PDU session between a user terminal and a target application deployed in a secondary cloud is executed. Furthermore, the control device 100 executes processing for deleting the target CNF deployed in the primary cloud (T19).
  • the control device 100 includes at least the application selection section 130 and the path switching instruction section 160.
  • the application selection unit 130 selects an application (target application) to be deployed to the secondary cloud based on the operating status of existing applications deployed to the primary cloud.
  • the path switching instruction unit 160 acquires information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud.
  • the route switching instruction unit 160 instructs switching of the PDU session route from the route to the target application deployed in the primary cloud to the route to the target application deployed in the secondary cloud, according to the RRC state. .
  • the path of the PDU session is switched from the first path to the second path.
  • the first path is a path for forming a PDU session from the user terminal to the target application deployed in the primary cloud.
  • the second route is a route for forming a PDU session from the user terminal to the target application relocated to the secondary cloud.
  • the application selection unit 130 may select the target application based on the operating status of existing applications deployed in the primary cloud. As a result, applications with high operating status are placed in the primary cloud, and applications with low operating status are placed in the secondary cloud, reducing the impact of placement changes such as temporary disconnection of PDU sessions. be able to. Note that, before selecting a target application from existing applications deployed in the primary cloud, the application selection unit 130 may compare the priorities of the existing application and the new application. If the priority of the new application is higher than the existing application, the application selection unit 130 may select the target application from the existing applications. If the new application has a lower priority than the existing application, the application selection unit 130 may select the new application as the target application to be deployed to the secondary cloud. The application selection unit 130 may instruct the secondary cloud determination unit 140 and the CNF selection unit 150 to deploy the new application to the secondary cloud. In this case, no instruction for switching the route will be output to the route switching instruction unit 160.
  • FIG. 7 is a diagram showing a computer 200 implementing the control device 100 according to the present disclosure.
  • Computer 200 includes a processor 210, a memory 220, and a communication unit 230.
  • the number of processors 210, memories 220, and communication units 230 is not limited, and may be one or more. Further, the processor 210, the memory 220, and the communication unit 230 may be deployed together at each location where each unit that constitutes the control device 100 is arranged.
  • the processor 210 is a program-controlled device such as a microprocessor that operates according to a program installed in the control device 100.
  • the memory 220 is a storage device such as a storage element such as ROM or RAM, a solid state drive (SSD), or a hard disk drive (HDD).
  • the memory 220 stores programs and the like executed by the processor 210.
  • the communication unit 230 is, for example, a communication interface such as a NIC or a wireless LAN module. Note that SDN (Software-Defined Networking) may be implemented in the communication unit 230.
  • Computer 200 may further include storage 240. Examples of the application information stored in the storage 240 include information on the total number of CNFs for constructing a new application, information on CNF characteristics, and information on application priorities. Computer 200 may further include other components not shown.
  • the control device 100 includes one or more processors.
  • One or more processors select a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds.
  • One or more processors deploy all or part of a CNF (Containerized Network Function) that constructs a target application to a secondary cloud within a cloud group.
  • One or more processors acquire information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with a target application deployed in a primary cloud.
  • One or more processors instruct switching of the path of the PDU session from a path to a target application deployed in a primary cloud to a path to a target application deployed in a secondary cloud, depending on the RRC state.
  • RRC Radio Resource Control
  • control device 100 may realize resource sharing between clouds using an orchestrator function.
  • the present disclosure is not limited to the above configuration, and the present disclosure also includes a control program. That is, the present disclosure also includes a program that, when read by a computer, causes one or more processors of the computer to execute each part of the control device 100.
  • the above-mentioned program may be provided recorded on a computer-readable non-transitory storage medium.
  • the present disclosure includes the following aspects.
  • Comprising one or more processors the one or more processors: Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds; Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group; Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud; Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and, A control device that executes.
  • RRC Radio Resource Control
  • the one or more processors are: Instructing the switching when the number of RRC states of RRC_CONNECTED is less than or equal to a predetermined threshold; The control device according to [1].
  • the predetermined threshold value is set according to QoS (Quality of service) required of the target application.
  • QoS Quality of service
  • the one or more processors When requesting the creation of a new application to the primary cloud, select the target application, The predetermined threshold value is set according to the priority required for the new application, The control device according to [2].
  • the predetermined threshold value is set according to the usage time period, The control device according to any one of [2] to [6].
  • the one or more processors are: selecting the target application based on the operating status of the existing application; The control device according to any one of [1] to [7].
  • the operating status includes at least one of the operating time of the application, the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application.
  • the control device according to [8].
  • the one or more processors include: further performing the step of determining the secondary cloud based on a delay time caused by switching the path of the PDU session;
  • the control device according to any one of [1] to [9].
  • the one or more processors include: determining a cloud with the minimum delay time as the secondary cloud; The control device according to [10].
  • the one or more processors selecting the target application using the fact that the primary cloud is under stress as a trigger when requesting creation of a new application to the primary cloud;
  • the control device according to any one of [1] to [11].
  • the one or more processors Monitoring resource usage of the primary cloud; further execute The control device according to any one of [1] to [12].
  • the one or more processors include: Instructing to delete all or part of the CNF that builds the target application deployed in the primary cloud; further execute The control device according to any one of [1] to [13].
  • the target application is constructed using a microservice architecture.
  • the control device according to any one of [1] to [14].
  • one or more processors of said computer When read by a computer, one or more processors of said computer: Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds; Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group; Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud; Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and, A non-transitory computer-readable medium on which a program for executing is recorded.
  • RRC Radio Resource Control
  • Control device 110 Resource monitoring unit 120 Resource determination unit 130 Application selection unit 140 Secondary cloud determination unit 150 CNF selection unit 160 Route switching instruction unit 170 Deployment unit 200 Computer 210 Processor 220 Memory 230 Communication unit 240 Storage

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer And Data Communications (AREA)

Abstract

The present invention provides a control device comprising one or more processors. The one or more processors select, from among existing applications deployed to a primary cloud within a cloud group formed of a plurality of clouds, a target application to be deployed to a secondary cloud within the cloud group. The one or more processors deploy a part of or all of CNFs for building the target application to the secondary cloud. The one or more processors obtain information about the Radio Resource Control (RRC) state of one or more user terminals having established PDU session with the target application deployed to the primary cloud. The one or more processors issue an instruction to switch a route of the PDU session from a route to the target application deployed to the primary cloud to a route to the target application deployed to the secondary cloud according to the RRC state.

Description

複数のクラウドにより形成されるクラウドグループ内でのリソース共有Resource sharing within a cloud group formed by multiple clouds
 本開示は、複数のクラウドにより形成されるクラウドグループ内でのリソース共有に関する。 The present disclosure relates to resource sharing within a cloud group formed by multiple clouds.
 IoT(Internet of Things)、VR(Virtual Reality)、AR(Augmented Reality)、動画配信アプリケーション等の需要の増加に伴い、近年、分散型アーキテクチャであるエッジコンピューティングが注目を集めている。エッジコンピューティングは、セントラルデータセンタ上に構築されるセンタークラウドに代えて、ユーザ端末(UE)の近くに設置されたエッジサーバ上に構築されるエッジクラウドで、処理の少なくとも一部を行う分散コンピューティングである。エッジクラウドを用いることにより、センタークラウドに集中されていた、ユーザ端末へのサービス提供のための処理が、エッジクラウドに分散され、処理負荷分散が図られる。 With the increase in demand for IoT (Internet of Things), VR (Virtual Reality), AR (Augmented Reality), video distribution applications, etc., edge computing, which is a distributed architecture, has been attracting attention in recent years. Edge computing is a distributed computing system that performs at least some of its processing in an edge cloud built on edge servers installed near user terminals (UEs), instead of a central cloud built on a central data center. It is ing. By using the edge cloud, the processing for providing services to user terminals, which was concentrated in the center cloud, is distributed to the edge cloud, thereby distributing the processing load.
特開2017-143365号公報Japanese Patent Application Publication No. 2017-143365
 しかしながら、エッジサーバが設置される場所等の制約により、エッジクラウドに割り当てられるコンピューティングリソースが十分でなく、ユーザ端末に安定してサービスを提供することが難しい場合がある。 However, due to constraints such as where the edge server is installed, the computing resources allocated to the edge cloud may not be sufficient, and it may be difficult to stably provide services to user terminals.
 本開示の一態様に係る制御装置は、1以上のプロセッサを備える。
 前記1以上のプロセッサは、複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択する。
 また、前記1以上のプロセッサは、前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイする。
 また、前記1以上のプロセッサは、前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得する。
 また、前記1以上のプロセッサは、前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示する。
A control device according to one aspect of the present disclosure includes one or more processors.
The one or more processors select a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds.
Further, the one or more processors deploy all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group.
The one or more processors also monitor the RRC (Radio Resource Control) state of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. Get information.
The one or more processors may also transmit the PDU from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. Instructs to switch the session route.
 本開示の一態様に係る制御方法は、複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを、プロセッサを用いて、選択することを含む。
 また、前記制御方法は、前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドに、プロセッサを用いて、デプロイすることを含む。
 また、前記制御方法は、前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を、プロセッサを用いて、取得することを含む。
 また、前記制御方法は、前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを、プロセッサを用いて、指示することを含む。
A control method according to an aspect of the present disclosure includes a control method that selects a target application to be deployed to a secondary cloud in the cloud group from an existing application deployed in a primary cloud in a cloud group formed by a plurality of clouds, using a processor. Including using and selecting.
Further, the control method includes deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group using a processor.
The control method also includes information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. , using a processor.
The control method also includes controlling the PDU session from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. This includes instructing the switching of routes using a processor.
 本開示の一態様に係る非一時的(non-transitory)なコンピュータ可読媒体は、プログラムを記録する。
 前記プログラムがコンピュータによって読み込まれると、前記コンピュータの1以上のプロセッサは、複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択する。
 また、前記1以上のプロセッサは、前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイする。
 また、前記1以上のプロセッサは、前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得する。
 また、前記1以上のプロセッサは、前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示する。
A non-transitory computer-readable medium according to one aspect of the present disclosure records a program.
When the program is loaded by a computer, one or more processors of the computer are configured to deploy an existing application deployed in a primary cloud in a cloud group formed by a plurality of clouds to a secondary cloud in the cloud group. Select the target application you want to use.
Further, the one or more processors deploy all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud in the cloud group.
The one or more processors also monitor the RRC (Radio Resource Control) state of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. Get information.
The one or more processors may also transmit the PDU from a route to the target application deployed in the primary cloud to a route to the target application deployed in the secondary cloud, depending on the RRC state. Instructs to switch the session route.
図1は、本開示に係る制御装置が適用されるクラウドグループを示す概念図である。FIG. 1 is a conceptual diagram showing a cloud group to which a control device according to the present disclosure is applied. 図2は、マイクロサービスアーキテクチャにおける、サービスと、アプリケーションとの関係を示す図である。FIG. 2 is a diagram showing the relationship between services and applications in a microservice architecture. 図3は、本開示に係る制御装置の構成例を示す機能ブロック図である。FIG. 3 is a functional block diagram illustrating a configuration example of a control device according to the present disclosure. 図4Aは、本開示に係る制御装置の適用例を説明するための図である。FIG. 4A is a diagram for explaining an application example of the control device according to the present disclosure. 図4Bは、本開示に係る制御装置の適用例を説明するための図である。FIG. 4B is a diagram for explaining an application example of the control device according to the present disclosure. 図5は、本開示に係る制御装置の動作例を説明するフローチャートである。FIG. 5 is a flowchart illustrating an example of the operation of the control device according to the present disclosure. 図6は、本開示に係る制御装置における処理シーケンスの一例を示す図である。FIG. 6 is a diagram illustrating an example of a processing sequence in the control device according to the present disclosure. 図7は、図3に示す制御装置の構成例を示すブロック図である。FIG. 7 is a block diagram showing a configuration example of the control device shown in FIG. 3.
 以下、本開示の実施形態について、図面を参照して詳細に説明する。
 本開示に係る制御装置は、複数のクラウドにより形成されるクラウドグループ内でのリソース共有を制御する。後述するように、制御装置は、オーケストレータとすることができる。
Embodiments of the present disclosure will be described in detail below with reference to the drawings.
A control device according to the present disclosure controls resource sharing within a cloud group formed by a plurality of clouds. As discussed below, the controller may be an orchestrator.
(一実施形態)
 図1は、本開示に係る制御装置100が適用されるクラウドグループを示す概念図である。クラウドグループは、複数(L個、Lは整数)のエッジクラウド(Edge Cloud)を含む。
 図1には、クラウドグループが4個(L=4)のエッジクラウドを含む例が示されている。
 各エッジクラウドには、1以上のRadio Unit(RU)により形成されるカバレッジエリア内のユーザ端末(不図示)に様々なサービスを提供するためのアプリケーションがデプロイされ得る。ユーザ端末は、サービスの提供を受けるためのアプリケーションが実行可能で、通信可能なICT(Information and Communication Technology)装置である。ユーザ端末としては、スマートフォン、タブレット端末といったポータブルなPC(Personal Computer)が例示される。ユーザ端末は、デスクトップPCといった非ポータブルな装置であってもよい。
(One embodiment)
FIG. 1 is a conceptual diagram showing a cloud group to which a control device 100 according to the present disclosure is applied. The cloud group includes a plurality of (L pieces, L is an integer) edge clouds.
FIG. 1 shows an example in which a cloud group includes four (L=4) edge clouds.
Applications for providing various services to user terminals (not shown) within a coverage area formed by one or more Radio Units (RUs) may be deployed in each edge cloud. The user terminal is an ICT (Information and Communication Technology) device that can execute an application for receiving services and can communicate. Examples of user terminals include portable PCs (Personal Computers) such as smartphones and tablet terminals. The user terminal may be a non-portable device such as a desktop PC.
 クラウドグループは、複数のエッジクラウドから形成される。クラウドグループは、例えば、地理的な設置位置が近いエッジサーバ上に構築されたエッジクラウドにより形成される。なお、必ずしも、地理的な設置位置が近いエッジクラウドのみでクラウドグループが形成されている必要はない。例えば、クラウドグループは、論理的に近い位置に設置されたエッジサーバ上に構築されたエッジクラウドにより形成されていてもよい。
 また、クラウドグループには、セントラルデータセンタ上に構築されたセンタークラウドが含まれていてもよい。
 また、クラウドグループには、リージョナルデータセンタ上に構築されたクラウドが含まれていてもよい。
 以下、クラウドグループに含まれるエッジクラウド及びセンタークラウド等を、単に「クラウド」と記載する。
 本開示に係る制御装置100は、これらクラウドが構築されるデータセンタに設置されていてもよいし、クラウドグループ外のデータセンタに設置されてもよい。
A cloud group is formed from multiple edge clouds. A cloud group is formed, for example, by edge clouds built on edge servers that are geographically close to each other. Note that a cloud group does not necessarily have to be formed only by edge clouds that are geographically close to each other. For example, a cloud group may be formed by edge clouds built on edge servers installed in logically close locations.
Further, the cloud group may include a center cloud built on the central data center.
Further, the cloud group may include a cloud built on a regional data center.
Hereinafter, the edge cloud, center cloud, etc. included in a cloud group will be simply referred to as "cloud".
The control device 100 according to the present disclosure may be installed in a data center where these clouds are constructed, or may be installed in a data center outside the cloud group.
 本開示に係る制御装置100について説明する前に、ユーザ端末に提供されるサービスと、クラウドにデプロイされるアプリケーションと、の関係について、図2を用いて説明する。当該アプリケーションは、ユーザ端末にサービスを提供するためのアプリケーションである。
 本開示において、ユーザ端末に提供されるサービスは、マイクロサービスアーキテクチャにより構築されている。
Before describing the control device 100 according to the present disclosure, the relationship between services provided to user terminals and applications deployed in the cloud will be described using FIG. 2. The application is an application for providing a service to a user terminal.
In the present disclosure, services provided to user terminals are constructed using a microservice architecture.
 図2は、マイクロサービスアーキテクチャにおける、サービスと、アプリケーション(以下、「APP」とも記載する)との関係を示す図である。
 図2に示すように、サービスは1以上のアプリケーションから構築されている。1つのサービスを構築するアプリケーション数は、サービスによって異なる。
 各アプリケーションは、1以上のContainerized Network Function(CNF)から構築されている。
 CNFは、例えば、「Kubernetes」(登録商標)上で動作する。Kubernetesは、コンテナ化されたサービスの設定及び管理を自動で行うオープンソースソフトウェア(OSS)である。
 1つのアプリケーションを構築するCNF数は、アプリケーション及び設計によって異なり得る。
 Kubernetes上で動作するCNFは、1以上のPodから構築される。Podは、Kubernetesで実行できるアプリケーションの最小単位である。複数のPodは、Kubernetesにより運用管理される。CNFで動作するPodは、自己修復機能を有しており、例えば、あるPodが動作を停止したときに、別のPodが起動され、CNFの機能が自己修復される。
 各Podは、1以上のコンテナから構築される。
FIG. 2 is a diagram showing the relationship between services and applications (hereinafter also referred to as "APP") in a microservice architecture.
As shown in FIG. 2, a service is constructed from one or more applications. The number of applications that construct one service varies depending on the service.
Each application is built from one or more Containerized Network Functions (CNFs).
CNF operates on "Kubernetes" (registered trademark), for example. Kubernetes is open source software (OSS) that automatically configures and manages containerized services.
The number of CNFs to build one application may vary depending on the application and design.
CNF running on Kubernetes is constructed from one or more Pods. A Pod is the smallest unit of application that can run on Kubernetes. Multiple Pods are operationally managed by Kubernetes. Pods that operate on CNF have a self-repair function; for example, when a certain Pod stops operating, another Pod is activated and the CNF function self-repairs.
Each Pod is constructed from one or more containers.
 5G(第5世代移動通信システム)においても、マイクロサービスアーキテクチャの利用が検討されている。
 5Gにおける上記サービスとしては、無線アクセスネットワーク(RAN)、及び、コアネットワーク(CN)が例示される。
 サービスがRANの場合、Central Unit(CU)及びDistributed Unit(DU)がアプリケーションに相当する。
 また、サービスがCNの場合、AMF(Access and Mobility Management Function)、UPF(User Plane Function)等のCNを構築するService Network Function(SNF)がアプリケーションに相当する。
The use of microservice architecture is also being considered in 5G (fifth generation mobile communication system).
Examples of the above-mentioned services in 5G include a radio access network (RAN) and a core network (CN).
When the service is RAN, the Central Unit (CU) and Distributed Unit (DU) correspond to the application.
Furthermore, if the service is a CN, a Service Network Function (SNF) that constructs the CN, such as an AMF (Access and Mobility Management Function) or a UPF (User Plane Function), corresponds to the application.
 APP#1で示されるアプリケーションがCUの場合、CNF#1で示されるCNFをCU-CP(Control Plane)とし、CNF#2で示されるCNFをCU-UP(User Plane)とすることができる。
 CU-CPには無線リソース制御(RRC)が含まれる。CU-UPにはユーザプレーンに関連するSDAP(Service Data Adaption Protocol)及びPDCP(Packet Data Convergence Protocol)が含まれる。
 CU-CPとCU-UPとは、E1インターフェースにより機能連携通信が可能である。CU-CP及びCU-UPの双方は、F1インターフェースでDUに接続可能である。
When the application indicated by APP#1 is a CU, the CNF indicated by CNF#1 can be set as a CU-CP (Control Plane), and the CNF indicated by CNF#2 can be set as a CU-UP (User Plane).
CU-CP includes radio resource control (RRC). CU-UP includes SDAP (Service Data Adaptation Protocol) and PDCP (Packet Data Convergence Protocol) related to the user plane.
The CU-CP and CU-UP are capable of functionally linked communication via the E1 interface. Both CU-CP and CU-UP can be connected to DU with F1 interface.
 また、前述のRAN及びCN以外のサービスとして、Web配信サービス、ゲーム提供サービス、映像配信サービス、音楽配信サービス、監視サービス、ナビゲーションサービス、自動運転サービス、メール提供サービス、センサーサービスが例示される。
 これらのサービスを提供するアプリケーションとしては、Web配信アプリケーション、ゲーム提供アプリケーション、映像配信アプリケーション、音楽配信アプリケーション、監視実行アプリケーション、ナビゲーションアプリケーション、自動運転アプリケーション、メール提供アプリケーション、センサー実行アプリケーションが例示される。
Furthermore, examples of services other than the above-mentioned RAN and CN include a web distribution service, a game provision service, a video distribution service, a music distribution service, a monitoring service, a navigation service, an automatic driving service, an email provision service, and a sensor service.
Examples of applications that provide these services include a web distribution application, a game provision application, a video distribution application, a music distribution application, a monitoring execution application, a navigation application, an automatic driving application, a mail provision application, and a sensor execution application.
 図3は、本開示に係る制御装置100の構成例を示す機能ブロック図である。
 制御装置100は、リソース監視部110、リソース判定部120、アプリケーション選択部130、セカンダリクラウド決定部140、CNF選択部150、経路切り替え指示部160、及び、デプロイ部170を備える。
FIG. 3 is a functional block diagram showing a configuration example of the control device 100 according to the present disclosure.
The control device 100 includes a resource monitoring section 110, a resource determination section 120, an application selection section 130, a secondary cloud determination section 140, a CNF selection section 150, a path switching instruction section 160, and a deployment section 170.
 リソース監視部110は、クラウドグループ内のクラウドのリソース使用状況を監視する。監視は、定期的に行われてもよいし、後述の新規アプリケーションの作成依頼がいずれかのクラウドに通知されたタイミングで行われてもよい。
 なお、クラウドに配置済のアプリケーション及び新規アプリケーションは、マイクロサービスアーキテクチャにより構築されている。すなわち、これらアプリケーションは、1以上のCNFから構築されている。
 リソース使用状況は、例えば、クラウドに配置(デプロイ)可能なCNF総数、及び、クラウドに実際にデプロイされている全アプリケーションのCNF総数の情報を含む。クラウドに配置可能なCNF総数は、クラウドのコンピューティングリソースによって決定され得る。クラウドに実際にデプロイされている全アプリケーションのCNF総数は、クラウドに配置済のCNFの総数である。
The resource monitoring unit 110 monitors resource usage of clouds within a cloud group. Monitoring may be performed periodically, or may be performed at the timing when a request to create a new application, which will be described later, is notified to one of the clouds.
Note that applications already deployed in the cloud and new applications are built using microservice architecture. That is, these applications are constructed from one or more CNFs.
The resource usage status includes, for example, information on the total number of CNFs that can be placed (deployed) in the cloud and the total number of CNFs of all applications actually deployed on the cloud. The total number of CNFs that can be placed in the cloud may be determined by the cloud's computing resources. The total number of CNFs for all applications actually deployed in the cloud is the total number of CNFs already deployed in the cloud.
 リソース判定部120は、クラウドグループ内のクラウドへの新規アプリケーションの作成依頼時に、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、クラウドにあるか否かを判定する。換言すると、リソース判定部120は、新規アプリケーションの作成依頼を受けたクラウドのリソースが逼迫しているか否か判定する。以下、新規アプリケーションの作成依頼を受けたクラウドを「プライマリクラウド」と記載する。リソース判定部120におけるリソースが逼迫しているか否かの判定方法については後述する。 The resource determination unit 120 determines whether the cloud has the resources to deploy all the CNFs that construct the new application when requesting the creation of a new application to the cloud in the cloud group. In other words, the resource determination unit 120 determines whether or not the resources of the cloud that has received the request to create a new application are tight. Hereinafter, the cloud that received the request to create a new application will be referred to as the "primary cloud." A method for determining whether or not resources are tight in the resource determination unit 120 will be described later.
 リソース判定部120は、プライマリクラウドに新規アプリケーションの作成依頼があったことを、例えば、プライマリクラウドから直接受け取る。リソース判定部120は、新規アプリケーションの登録を管理している管理装置から、プライマリクラウドに新規アプリケーションの作成依頼があったことを受け取ってもよい。
 新規アプリケーションの作成依頼には、新規アプリケーションの情報(以下、「アプリケーション情報」とも記載する)が含まれる。アプリケーション情報は、新規アプリケーションを構築するCNF総数の情報を含む。
The resource determination unit 120 receives, for example, directly from the primary cloud that the primary cloud has been requested to create a new application. The resource determination unit 120 may receive a request to create a new application in the primary cloud from a management device that manages registration of new applications.
The new application creation request includes information about the new application (hereinafter also referred to as "application information"). The application information includes information on the total number of CNFs for constructing new applications.
 リソース判定部120は、例えば、以下の情報(1)及び(2)を用いて、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、プライマリクラウドにあるか否かを判定することができる。
(1)プライマリクラウドに配置可能なCNFの最大数:fmax
(2)プライマリクラウドへの配置がリクエストされたCNF総数:fsum
 fmax及びfsumは、一個のCNFを単位としてカウントされる。つまり、fmax及びfsumは、CNF何個分に相当するかを表す。
For example, the resource determination unit 120 can determine whether the primary cloud has resources for deploying all CNFs for building a new application, using the following information (1) and (2). can.
(1) Maximum number of CNFs that can be placed in the primary cloud: f max
(2) Total number of CNFs requested to be placed in the primary cloud: f sum
f max and f sum are counted in units of one CNF. That is, f max and f sum represent how many CNFs they correspond to.
 fmaxは、プライマリクラウドに配置可能なCNFの最大数である。換言すると、fmaxは、プライマリクラウドに配置済のCNFの個数と、プライマリクラウドに更に配置できるCNFの個数との合計である。プライマリクラウドに配置可能なCNFの最大数は、プライマリクラウドのコンピューティングリソースによって決定され得る。
 また、fsumは、プライマリクラウドに配置済のCNFの個数に、プライマリクラウドへの配置がリクエストされた新規アプリケーションを構築するCNFの個数を加えた合計である。つまり、CNF総数fsumは、プライマリクラウドに新規アプリケーションを構築する全てのCNFを配置する(デプロイする)とした場合の、プライマリクラウドへの配置予定のCNF総数である。
f max is the maximum number of CNFs that can be placed in the primary cloud. In other words, f max is the sum of the number of CNFs already placed in the primary cloud and the number of CNFs that can be further placed in the primary cloud. The maximum number of CNFs that can be placed in the primary cloud may be determined by the primary cloud's computing resources.
Furthermore, f sum is the sum of the number of CNFs that have already been placed in the primary cloud plus the number of CNFs that will construct a new application that has been requested to be placed in the primary cloud. In other words, the total number of CNFs f sum is the total number of CNFs scheduled to be placed in the primary cloud when all CNFs for building a new application are placed (deployed) in the primary cloud.
 リソース判定部120は、例えば、比率fsum/fmaxで定義されるリソース使用割合Rに基づいて、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、プライマリクラウドにあるか否かを判定する。 For example, the resource determination unit 120 determines whether the primary cloud has resources for deploying all CNFs that construct a new application, based on the resource usage ratio R defined by the ratio f sum /f max . judge.
 リソース使用割合Rが1以下の場合、つまり、
Figure JPOXMLDOC01-appb-M000001
 の場合、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、プライマリクラウドにあると判定する。
If the resource usage ratio R is less than 1, that is,
Figure JPOXMLDOC01-appb-M000001
In this case, it is determined that the primary cloud has the resources to deploy all the CNFs that build the new application.
 一方、リソース使用割合Rが1より大きい場合、つまり、
Figure JPOXMLDOC01-appb-M000002
 の場合、リソース判定部120は、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、プライマリクラウドにないと判定する。
 リソース使用割合R>1の場合、リソース判定部120は、プライマリクラウドと異なるクラウド(以下、「セカンダリクラウド」と記載する)にデプロイすべきアプリケーションの選択依頼を、アプリケーション選択部130に通知する。以下の説明では、セカンダリクラウドにデプロイされることになるアプリケーションを「対象アプリケーション」とも記載する。
On the other hand, if the resource usage ratio R is greater than 1, that is,
Figure JPOXMLDOC01-appb-M000002
In this case, the resource determination unit 120 determines that the primary cloud does not have the resources to deploy all the CNFs that construct the new application.
If the resource usage ratio R>1, the resource determination unit 120 notifies the application selection unit 130 of a request to select an application to be deployed in a cloud different from the primary cloud (hereinafter referred to as “secondary cloud”). In the following explanation, the application that will be deployed to the secondary cloud is also referred to as the "target application."
 なお、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースがプライマリクラウドにある場合においても、一部のCNFがセカンダリクラウドにデプロイされるようにしてもよい。つまり、実際にはプライマリクラウドのリソースが逼迫していない場合であっても、予め設定した状況に限り、リソース判定部120が、リソースが逼迫していると擬制判定するようにしてもよい。これにより、リソース逼迫が発生する前に、CNFの一部をセカンダリクラウドに事前にデプロイしておくことができるので、プライマリクラウドのリソースが逼迫するタイミングを遅らせることができる。リソース判定部120は、例えば、新規アプリケーションの作成依頼が続くと予想されるような状況の場合に、リソースが逼迫していると擬制判定する。リソースが逼迫していると擬制判定する状況は、これに限定されるものではない。
 以上のようにして、リソース判定部120は、プライマリクラウドのリソースが逼迫しているか否か判定し、リソースが逼迫している場合、セカンダリクラウドにデプロイすべきアプリケーションの選択依頼をアプリケーション選択部130に通知する。なお、リソース判定部120における、リソースが逼迫しているか否かについての判定方法は、特に限定されない。
Note that even if the primary cloud has the resources to deploy all the CNFs for building a new application, some CNFs may be deployed to the secondary cloud. In other words, even if the resources of the primary cloud are not actually in short supply, the resource determining unit 120 may make a hypothetical determination that the resources are in short supply only in a preset situation. As a result, it is possible to deploy a part of the CNF to the secondary cloud in advance before a resource shortage occurs, thereby delaying the timing at which the primary cloud's resources become scarce. For example, the resource determination unit 120 hypothetically determines that resources are tight in a situation where it is expected that new application creation requests will continue. The situations in which it is determined that resources are tight are not limited to this.
As described above, the resource determination unit 120 determines whether or not the resources of the primary cloud are tight, and if the resources are tight, the resource determination unit 120 requests the application selection unit 130 to select an application to be deployed to the secondary cloud. Notice. Note that the method used by the resource determination unit 120 to determine whether or not resources are tight is not particularly limited.
 アプリケーション選択部130は、リソース判定部120から、セカンダリクラウドにデプロイすべきアプリケーション(対象アプリケーション)の選択依頼を取得すると、プライマリクラウドにデプロイされている既存アプリケーションの稼動状況に基づいて、対象アプリケーションを選択する。
 稼動状況は、アプリケーションの稼動時間、アプリケーションに接続されているユーザ端末数、アプリケーションのデータ量、及び、アプリケーションのスループットのうち少なくとも1つを含む。アプリケーション選択部130は、例えば、クラウドを管理する管理装置に問い合わせることにより、稼動時間についての情報を取得することができる。アプリケーション選択部130は、例えば、クラウドを管理する管理装置に問い合わせることにより、稼動時間についての情報を取得することができる。また、アプリケーション選択部130は、例えば、UPFに問い合わせることにより、アプリケーションに接続されているユーザ端末数、アプリケーションのデータ量、及び、アプリケーションのスループットについての情報を取得することができる。
When the application selection unit 130 receives a request to select an application (target application) to be deployed to the secondary cloud from the resource determination unit 120, the application selection unit 130 selects the target application based on the operating status of the existing application deployed to the primary cloud. do.
The operating status includes at least one of the operating time of the application, the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application. The application selection unit 130 can obtain information about the operating time by, for example, inquiring a management device that manages the cloud. The application selection unit 130 can obtain information about the operating time by, for example, inquiring a management device that manages the cloud. Further, the application selection unit 130 can obtain information about the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application by, for example, inquiring the UPF.
 稼動状況としてアプリケーションの稼動時間を用いる場合、アプリケーション選択部130は、稼動時間が最も少ないアプリケーションを対象アプリケーションに選択する。稼動状況としてアプリケーションに接続されているユーザ端末数を用いる場合、アプリケーション選択部130は、ユーザ端末数が最も少ないアプリケーションを対象アプリケーションに選択する。稼動状況としてアプリケーションのデータ量を用いる場合、アプリケーション選択部130は、データ量が最も少ないアプリケーションを対象アプリケーションに選択する。稼動状況としてアプリケーションのスループットを用いる場合、アプリケーション選択部130は、スループットが最も少ないアプリケーションを対象アプリケーションに選択する。 When using the operating time of an application as the operating status, the application selection unit 130 selects the application with the shortest operating time as the target application. When using the number of user terminals connected to an application as the operating status, the application selection unit 130 selects the application with the least number of user terminals as the target application. When using the amount of data of an application as the operating status, the application selection unit 130 selects the application with the least amount of data as the target application. When using the throughput of an application as the operating status, the application selection unit 130 selects the application with the lowest throughput as the target application.
 これにより、稼動時間が少ないアプリケーションがセカンダリクラウドに配置変更され、稼動時間が長いアプリケーションはプライマリクラウドに維持される。また、接続されているユーザ端末数が少ないアプリケーションがセカンダリクラウドに配置変更され、接続されているユーザ端末数が多いアプリケーションはプライマリクラウドに維持される。また、データ量が少ないアプリケーションがセカンダリクラウドに配置変更され、データ量が多いアプリケーションはプライマリクラウドに維持される。また、スループットが少ないアプリケーションがセカンダリクラウドに配置変更され、スループットが多いアプリケーションはプライマリクラウドに維持される。このように、プライマリクラウドにおけるアプリケーションの稼動状況に応じて、対象アプリケーションを決定することにより、セカンダリクラウドに配置変更された場合にユーザビリティへの影響が低いアプリケーションが、対象アプリケーションに決定される。 As a result, applications with low uptime are relocated to the secondary cloud, while applications with long uptime are maintained in the primary cloud. Further, applications with a small number of connected user terminals are relocated to the secondary cloud, and applications with a large number of connected user terminals are maintained in the primary cloud. In addition, applications with small amounts of data are relocated to the secondary cloud, while applications with large amounts of data are kept in the primary cloud. Additionally, applications with low throughput are relocated to the secondary cloud, while applications with high throughput are kept in the primary cloud. In this way, by determining the target application according to the operating status of the application in the primary cloud, an application that will have a low impact on usability when relocated to the secondary cloud is determined as the target application.
 なお、アプリケーション選択部130は、プライマリクラウドのリソースが逼迫している状況における瞬時的な稼動状況を用いてもよいし、1日、数日、1週間といった時間スパン内での稼動状況の平均を用いてもよい。プライマリクラウドのリソースが逼迫している状況における稼動状況が用いられる場合には、既存アプリケーションがセカンダリクラウドに配置変更された直後のユーザ端末への影響を抑えることができる。1日、数日、1週間といった時間スパン内での稼動状況の平均が用いられる場合には、当該時間スパン内でのユーザ端末への影響を抑えることができる。 Note that the application selection unit 130 may use the instantaneous operating status in a situation where primary cloud resources are tight, or may use the average operating status within a time span such as one day, several days, or one week. May be used. When the operating status in a situation where primary cloud resources are tight is used, it is possible to suppress the impact on user terminals immediately after existing applications are relocated to the secondary cloud. When the average operating status within a time span such as one day, several days, or one week is used, the influence on the user terminal within the time span can be suppressed.
 また、アプリケーション選択部130は、プライマリクラウドにデプロイされている既存アプリケーションに加えて、クラウドグループ内のクラウドにデプロイされている既存アプリケーションの稼動状況を用いてもよい。この場合には、プライマリクラウドにおいて、アプリケーションの稼動時間、アプリケーションに接続されているユーザ端末数、アプリケーションのデータ量、又は、アプリケーションのスループットが、一時的に少なかったために、対象アプリケーションに選択されてしまうことを防ぐことができる。 In addition to the existing applications deployed in the primary cloud, the application selection unit 130 may also use the operating status of existing applications deployed in the clouds in the cloud group. In this case, the application is selected as the target application because the application's operating time, the number of user terminals connected to the application, the amount of data of the application, or the throughput of the application are temporarily low in the primary cloud. This can be prevented.
 アプリケーション選択部130は、対象アプリケーションを決定すると、対象アプリケーションを構築するCNF総数(ftotal)の情報をセカンダリクラウド決定部140に通知する。また、アプリケーション選択部130は、対象アプリケーションについての情報を、経路切り替え指示部160に通知する。 After determining the target application, the application selection unit 130 notifies the secondary cloud determination unit 140 of information on the total number of CNFs (f total ) for constructing the target application. Further, the application selection unit 130 notifies the path switching instruction unit 160 of information about the target application.
 セカンダリクラウド決定部140は、対象アプリケーションを構築するCNFの少なくとも一部を配置することになる、クラウドグループ内のセカンダリクラウドを決定する。セカンダリクラウドの決定例については、後述する。また、セカンダリクラウド決定部140は、対象アプリケーションを構築する全てのCNFのうち、セカンダリクラウドに配置するCNFの数(f)を設定する。例えば、セカンダリクラウド決定部140は、プライマリクラウドにデプロイできない余剰CNFの数(f)をセカンダリクラウドに配置するCNFの数(f)に設定する。 The secondary cloud determining unit 140 determines a secondary cloud within the cloud group in which at least a portion of the CNF for constructing the target application will be placed. An example of determining the secondary cloud will be described later. Furthermore, the secondary cloud determining unit 140 sets the number (f) of CNFs to be placed in the secondary cloud among all CNFs that construct the target application. For example, the secondary cloud determining unit 140 sets the number of surplus CNFs (f d ) that cannot be deployed to the primary cloud to the number of CNFs (f) to be placed in the secondary cloud.
 セカンダリクラウド決定部140は、余剰CNFの数(f)を、例えば、以下の式より算出する。
Figure JPOXMLDOC01-appb-M000003
  式(3)を用いて算出される余剰CNFの数(f)は、対象アプリケーションを構築するCNFのうちできるだけ多くのCNFをプライマリクラウドに配置しようとした場合において、プライマリクラウドにデプロイできないCNFの個数となる。
The secondary cloud determining unit 140 calculates the number of surplus CNFs (f d ) using, for example, the following formula.
Figure JPOXMLDOC01-appb-M000003
The number of surplus CNFs (f d ) calculated using equation (3) is the number of CNFs that cannot be deployed to the primary cloud when attempting to deploy as many CNFs as possible to the primary cloud among the CNFs that construct the target application. The number of pieces.
 なお、余剰CNFの数(f)の算出方法は、上記に限られない。例えば、プライマリクラウドに配置可能とするCNF数を予め閾値(fthreshold,fthreshold<fmax)として設定しておいて、この閾値(fthreshold)を超える個数(fsum-fthreshold)を、余剰CNFの数(f)としてもよい。
Figure JPOXMLDOC01-appb-M000004
  この場合には、プライマリクラウドに、一個のCNFを単位として(fmax-fthreshold)個の空きリソースが確保される。これにより、プライマリクラウドに緊急を要する新規アプリケーションの作成依頼があった場合において、プライマリクラウドにおいて緊急依頼に即座に対応することができる可能性が高くなる。
 セカンダリクラウド決定部140は、このようにして算出したプライマリクラウドにデプロイできない余剰CNFの数(f個)を、セカンダリクラウドに配置するCNFの数(f)に設定する。なお、セカンダリクラウド決定部140は、対象アプリケーションを構築する全てのCNFの数(ftotal)を、CNFの数(f)に設定してもよい。この場合には、対象アプリケーションを構築する全てのCNFがセカンダリクラウドにデプロイされるようになる。
Note that the method for calculating the number of surplus CNFs (f d ) is not limited to the above. For example, the number of CNFs that can be placed in the primary cloud is set in advance as a threshold value (f threshold , f threshold < f max ), and the number (f sum - f threshold ) exceeding this threshold value (f threshold ) is set as surplus. It may also be the number of CNFs (f d ).
Figure JPOXMLDOC01-appb-M000004
In this case, (f max - f threshold ) free resources are secured in the primary cloud for each CNF. As a result, when there is an urgent request to create a new application in the primary cloud, there is a high possibility that the primary cloud will be able to respond to the urgent request immediately.
The secondary cloud determining unit 140 sets the thus calculated number of surplus CNFs (f d pieces) that cannot be deployed to the primary cloud as the number (f) of CNFs to be placed in the secondary cloud. Note that the secondary cloud determining unit 140 may set the number of all CNFs (f total ) that constructs the target application to the number of CNFs (f). In this case, all CNFs that construct the target application will be deployed to the secondary cloud.
 セカンダリクラウド決定部140は、例えば、クラウドグループ内のプライマリクラウド以外のクラウドが、f個のCNFをデプロイした場合の空きリソースの大きさに基づいて、セカンダリクラウドを決定する。空リソースの大きさは、一個のCNFを単位としてカウントされる。セカンダリクラウド決定部140は、クラウドグループ内のクラウドのリソース使用状況についての情報を、リソース判定部120から取得することができる。 The secondary cloud determining unit 140 determines the secondary cloud based on, for example, the size of free resources when a cloud other than the primary cloud in the cloud group deploys f CNFs. The size of empty resources is counted in units of one CNF. The secondary cloud determining unit 140 can obtain information about the resource usage status of clouds in the cloud group from the resource determining unit 120.
 なお、セカンダリクラウド決定部140は、空きリソースの大きさに加え、更に、プライマリクラウドとプライマリクラウド以外のクラウドとの地理的(又は論理的)距離にも基づいて、セカンダリクラウドを決定してもよい。
 例えば、セカンダリクラウド決定部140は、空きリソースの大きさが同じクラウドが複数ある場合、空きリソースの大きさが同じ複数のクラウドのうち、プライマリクラウドからの距離が最小のクラウドをセカンダリクラウドに決定してもよい。
Note that the secondary cloud determining unit 140 may determine the secondary cloud based not only on the size of free resources but also on the geographical (or logical) distance between the primary cloud and a cloud other than the primary cloud. .
For example, if there are multiple clouds with the same size of free resources, the secondary cloud determining unit 140 determines the cloud with the smallest distance from the primary cloud as the secondary cloud among the multiple clouds with the same size of free resources. It's okay.
 また、セカンダリクラウド決定部140は、プライマリクラウドとプライマリクラウド以外のクラウドとの地理的(又は論理的)距離に基づいて、セカンダリクラウドを決定してもよい。例えば、セカンダリクラウド決定部140は、空きリソースの大きさに関わらず、プライマリクラウドからの距離が最小のクラウドをセカンダリクラウドに決定してもよい。距離に基づいてセカンダリクラウドを決定する場合には、後述のPDUセッションの切り替えに起因する遅延時間を小さくすることができる。 Additionally, the secondary cloud determining unit 140 may determine the secondary cloud based on the geographical (or logical) distance between the primary cloud and a cloud other than the primary cloud. For example, the secondary cloud determining unit 140 may determine the cloud with the smallest distance from the primary cloud as the secondary cloud, regardless of the size of free resources. When determining the secondary cloud based on distance, it is possible to reduce the delay time caused by PDU session switching, which will be described later.
 また、セカンダリクラウド決定部140は、後述のPDUセッションの経路の切り替えに起因する遅延時間に基づいて、セカンダリクラウドを決定してもよい。例えば、セカンダリクラウド決定部140は、各クラウドが設置されているサーバの地理的位置、及び、各クラウドのコンピューティングリソースの仕様等に基づいて、PDUセッションの経路の切り替えに起因する遅延時間を推定することができる。セカンダリクラウド決定部140は、当該遅延時間が最小となるクラウドをセカンダリクラウドに決定してもよい。これにより、PDUセッションの経路の切り替えに伴う影響を最小限に抑えることができる。 Additionally, the secondary cloud determining unit 140 may determine the secondary cloud based on a delay time due to switching of a PDU session path, which will be described later. For example, the secondary cloud determining unit 140 estimates the delay time caused by switching the path of the PDU session based on the geographical location of the server where each cloud is installed, the specifications of the computing resources of each cloud, etc. can do. The secondary cloud determining unit 140 may determine the cloud with the minimum delay time as the secondary cloud. Thereby, the influence caused by switching the PDU session path can be minimized.
 また、セカンダリクラウド決定部140は、クラウドグループ内のプライマリクラウド以外のクラウドの現在の空きリソースの大きさに基づいて、セカンダリクラウドを決定してもよい。この場合には、セカンダリクラウド決定部140は、セカンダリクラウドを決定してから、セカンダリクラウドに配置するCNFの個数(f)を設定してもよい。これにより、セカンダリクラウドに最大限のCNFを配置することもできるようになる。
 また、セカンダリクラウド決定部140は、クラウドグループ内の特定のクラウドを常にセカンダリクラウドに決定してもよい。この場合には、新規アプリケーションがデプロイされ、サービス提供が開始されるまでの時間を短縮することができる。
Further, the secondary cloud determining unit 140 may determine the secondary cloud based on the current free resource size of clouds other than the primary cloud in the cloud group. In this case, the secondary cloud determining unit 140 may determine the secondary cloud and then set the number (f) of CNFs to be placed in the secondary cloud. This also allows the maximum number of CNFs to be placed in the secondary cloud.
Further, the secondary cloud determining unit 140 may always determine a specific cloud within the cloud group as the secondary cloud. In this case, the time it takes for a new application to be deployed and service provision to start can be shortened.
 セカンダリクラウド決定部140は、決定したセカンダリクラウドの情報をデプロイ部170に通知する。また、セカンダリクラウド決定部140は、セカンダリクラウドに配置するCNFの個数(f)についての情報をCNF選択部150に通知する。 The secondary cloud determination unit 140 notifies the deployment unit 170 of information on the determined secondary cloud. Further, the secondary cloud determining unit 140 notifies the CNF selecting unit 150 of information about the number (f) of CNFs to be placed in the secondary cloud.
 CNF選択部150は、対象アプリケーションを構築するCNFの特性についての情報を、例えば、アプリケーションの登録を管理している管理装置から取得する。CNFの特性は、例えば、CNFが、ユーザデータに関連する、又は、制御データに関連する等、サービス提供される際にCNFが担う役割を表す情報である。
 ユーザデータに関連するCNFは、ユーザ端末から直接アクセスされる。ユーザデータに関連するCNFは、ユーザ端末に直接接続される。制御データに関連するCNFは、通常、ユーザ端末から直接アクセスされないが、ユーザデータに関連するCNFに接続され得る。
The CNF selection unit 150 acquires information about the characteristics of the CNF that constructs the target application, for example, from a management device that manages application registration. The characteristics of the CNF are information representing the role played by the CNF when a service is provided, such as, for example, the CNF is related to user data or control data.
CNFs related to user data are accessed directly from the user terminal. CNFs related to user data are directly connected to user terminals. CNFs associated with control data are typically not directly accessed by user terminals, but may be connected to CNFs associated with user data.
 CNF選択部150は、また、セカンダリクラウド決定部140から、セカンダリクラウドに配置されるCNFの個数(f)の情報を取得する。
 CNF選択部150は、対象アプリケーションを構築するCNFのうち、CNFの優先順位に基づいて、CNFの優先順位が低い順に、セカンダリクラウドに配置するCNFを選択する。以下では、セカンダリクラウドに配置されるCNFを「対象CNF」とも記載する。
The CNF selection unit 150 also acquires information on the number (f) of CNFs placed in the secondary cloud from the secondary cloud determination unit 140.
The CNF selection unit 150 selects CNFs to be placed in the secondary cloud from among the CNFs that construct the target application, based on the priority order of the CNFs, in descending order of the priority order of the CNFs. In the following, the CNF placed in the secondary cloud will also be referred to as "target CNF."
 CNFの優先順位は、予め設定されてよい。例えば、CNFの優先順位は、CNFの特性に基づいて設定されてよい。CNFの特性は、例えば、CNFが、ユーザデータに関連している、又は、制御データに関連している等、サービス提供される際にCNFが担う役割を表す情報である。
 ユーザデータに関連する機能及び制御データに関連する機能に着目して、優先順位が設定される場合には、ユーザデータに関連するCNFの優先順位が、制御データに関連するCNFの優先順位より高く設定される。
The CNF priorities may be set in advance. For example, CNF priorities may be set based on CNF characteristics. The characteristics of the CNF are information representing the role played by the CNF when a service is provided, such as whether the CNF is related to user data or control data.
When priorities are set focusing on functions related to user data and functions related to control data, the priority of CNFs related to user data is higher than the priority of CNFs related to control data. Set.
 このように設定されたCNFの優先順位に基づいて、CNF選択部150が、セカンダリクラウドに配置するCNFを選択する場合には、ユーザ端末から直接アクセスされ得るCNFがプライマリクラウドに優先的に配置されるようになる。そのため、ユーザ端末がサービス提供を受ける際の通信遅延の影響を抑えることができる。 Based on the CNF priorities set in this way, when the CNF selection unit 150 selects CNFs to be placed in the secondary cloud, CNFs that can be directly accessed from user terminals are preferentially placed in the primary cloud. It becomes like this. Therefore, the influence of communication delay when a user terminal receives service provision can be suppressed.
 CNF選択部150は、対象CNFを選択すると、対象CNFの情報をデプロイ部170に通知する。
 なお、セカンダリクラウド決定部140から通知される、セカンダリクラウドに配置されるCNFの個数(f)が、対象アプリケーションを構築するCNFの総数に等しい場合、CNF選択部150は、対象アプリケーションの全てのCNFを選択する。
Upon selecting a target CNF, the CNF selection unit 150 notifies the deployment unit 170 of information on the target CNF.
Note that if the number (f) of CNFs arranged in the secondary cloud, which is notified from the secondary cloud determining unit 140, is equal to the total number of CNFs that construct the target application, the CNF selecting unit 150 selects all CNFs of the target application. Select.
 経路切り替え指示部160は、アプリケーション選択部130から、選択されたアプリケーションについての情報を取得する。アプリケーション選択部130において選択されたアプリケーションは、セカンダリクラウドにデプロイすべきアプリケーション(対象アプリケーション)である。
 経路切り替え指示部160は、プライマリクラウドにデプロイされている対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得する。経路切り替え指示部160は、例えば、AMF(Access and Mobility management Function)から、当該RRC状態の情報を取得することができる。
The route switching instruction unit 160 acquires information about the selected application from the application selection unit 130. The application selected by the application selection unit 130 is an application (target application) to be deployed to the secondary cloud.
The path switching instruction unit 160 acquires information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. . The path switching instructing unit 160 can obtain information on the RRC state from, for example, an AMF (Access and Mobility management Function).
 RRC状態として、3GPP Release 15では、RRC_CONNECTED、RRC_IDLE、及び、RRC_INACTIVEが規定されている(3GPP TS 38.300参照)。
 RRC_CONNECTEDは、RANとユーザ端末とのRRC(Radio Resource Control)コネクションが設定された状態である。RRC_CONNECTEDでは、ユーザ端末の位置がセルレベルでRANによって知られている。RRC_CONNECTED状態では、RAN及びCNにおいてユーザ端末のコンテキストが保存されている。
As RRC states, 3GPP Release 15 defines RRC_CONNECTED, RRC_IDLE, and RRC_INACTIVE (see 3GPP TS 38.300).
RRC_CONNECTED is a state in which an RRC (Radio Resource Control) connection between the RAN and the user terminal has been set. In RRC_CONNECTED, the location of the user terminal is known by the RAN at cell level. In the RRC_CONNECTED state, the context of the user terminal is saved in the RAN and CN.
 RRC_IDLEは、RRCコネクションが設定されていない状態である。RRC_IDLE状態では、ユーザ端末の位置はセルレベルではRANによって知られていないが、ユーザ端末の位置はCNによってロケーション登録エリア・レベルで知られている。ロケーション登録エリア・レベルは、LTE(Long Term Evolution)におけるトラッキングエリアに対応する。RRC_IDLEでは、RANにおいてはユーザ端末のコンテキストが保持されていないが、CNにおいてユーザ端末のコンテキストが保存されている。 RRC_IDLE is a state in which no RRC connection is set. In the RRC_IDLE state, the location of the user terminal is not known by the RAN at the cell level, but the location of the user terminal is known by the CN at the location registration area level. The location registration area level corresponds to the tracking area in LTE (Long Term Evolution). In RRC_IDLE, the context of the user terminal is not held in the RAN, but the context of the user terminal is saved in the CN.
 RRC_INACTIVEは、RRC_IDLEと同様に、RRCコネクションが設定されていない状態である。RRC_INACTIVEでは、RAN及びCNにおいてユーザ端末のコンテキストが保存されている。ユーザ端末の状態は、RRC_IDLEにおけるユーザ端末の状態とほぼ同じである。そのため、ユーザ端末において省電力状態が維持される。また、ユーザ端末のコンテキストがRANにおいても保持されているので、RRC_CONNECTEDへの復帰のための手順に要する信号数の削減が図れる。 Similar to RRC_IDLE, RRC_INACTIVE is a state in which an RRC connection is not set. In RRC_INACTIVE, the context of the user terminal is saved in the RAN and CN. The state of the user terminal is almost the same as the state of the user terminal in RRC_IDLE. Therefore, the power saving state is maintained in the user terminal. Furthermore, since the context of the user terminal is also held in the RAN, the number of signals required for the procedure for returning to RRC_CONNECTED can be reduced.
 経路切り替え指示部160は、RRC状態に応じて、プライマリクラウドにデプロイされている対象アプリケーションまでの経路から、セカンダリクラウドにデプロイされた対象アプリケーションまでの経路への、PDUセッションの経路の切り替えを指示する。
 以下、ユーザ端末からプライマリクラウドにデプロイされている対象アプリケーションとの間のPDUセッションを形成する経路を「第1の経路」とも記載する。また、ユーザ端末からセカンダリクラウドに配置変更された対象アプリケーションとの間のPDUセッションを形成する経路を「第2の経路」とも記載する。経路切り替え指示部160は、RRC状態に応じて、PDUセッションの経路を、第1の経路から第2の経路へ切り替えるよう指示する。
 経路切り替え指示部160は、例えば、ユーザ端末のRRC状態がRRC_CONNECTEDとなっている数が、所定の閾値以下となる場合に、デプロイ部170に、経路切り替えを指示する。ここで、ユーザ端末は、プライマリクラウドにデプロイされている対象アプリケーションとの間でPDUセッションが確立されているユーザ端末である。
The route switching instruction unit 160 instructs switching of the PDU session route from the route to the target application deployed in the primary cloud to the route to the target application deployed in the secondary cloud, according to the RRC state. .
Hereinafter, the path for forming a PDU session from the user terminal to the target application deployed in the primary cloud will also be referred to as a "first path." In addition, a path for forming a PDU session from a user terminal to a target application relocated to a secondary cloud is also referred to as a "second path." The route switching instructing unit 160 instructs to switch the route of the PDU session from the first route to the second route according to the RRC state.
The route switching instructing unit 160 instructs the deploying unit 170 to switch the route, for example, when the number of user terminals whose RRC status is RRC_CONNECTED is equal to or less than a predetermined threshold. Here, the user terminal is a user terminal with which a PDU session has been established with a target application deployed in the primary cloud.
 所定の閾値をどの値に設定するかにより、PDUセッションの経路が第1の経路から第2の経路へ切り替えられることによる影響を受けるユーザ端末の数を制御することができる。所定の閾値が大きいほど、影響を受けるユーザ端末の数が多く、所定の閾値が小さいほど、影響を受けるユーザ端末の数は少ない。
 所定の閾値は、固定値に設定されていてもよい。この場合には、対象アプリケーションの種類に関わらず、影響を受けるユーザ端末の最大数を一律にすることができる。
Depending on what value the predetermined threshold is set to, it is possible to control the number of user terminals that are affected by switching the path of the PDU session from the first path to the second path. The larger the predetermined threshold value is, the larger the number of affected user terminals is, and the smaller the predetermined threshold value is, the smaller the number of affected user terminals is.
The predetermined threshold value may be set to a fixed value. In this case, the maximum number of affected user terminals can be made uniform regardless of the type of target application.
 また、所定の閾値は、対象アプリケーションに要求されるQoS(Quality of service)に応じて設定してもよい。
 QoSとしては、高速帯域保証、高速ベストエフォート、低速帯域保証、低速ベストエフォート、等が例示される。対象アプリケーションのQoSが高いほど、所定の閾値は小さく設定してもよい。高速帯域保証、高速ベストエフォート、低速帯域保証、低速ベストエフォートの順に、QoSが高い。
 例えば、映像配信アプリケーションでは、データ量が多いため、Qosとして高速帯域保証又は高速ベストエフォートが要求される。一方、メール提供アプリケーションでは、リアルタイム性の重要度が低いため、QoSが低域ベストエフォートでも十分である。
 このような場合、例えば、映像配信アプリケーションの所定の閾値は「10」に設定され、映像配信アプリケーションよりQoSが低いメール提供アプリケーションの所定の閾値は「100」に設定され得る。
Further, the predetermined threshold value may be set depending on the QoS (Quality of service) required of the target application.
Examples of QoS include high-speed bandwidth guarantee, high-speed best effort, low-speed bandwidth guarantee, and low-speed best effort. The higher the QoS of the target application, the smaller the predetermined threshold may be set. QoS is higher in the order of high-speed bandwidth guarantee, high-speed best effort, low-speed bandwidth guarantee, and low-speed best effort.
For example, in a video distribution application, since the amount of data is large, high-speed bandwidth guarantee or high-speed best effort is required as QoS. On the other hand, in mail providing applications, real-time performance is less important, so a low best effort QoS is sufficient.
In such a case, for example, the predetermined threshold value for the video distribution application may be set to "10", and the predetermined threshold value for the mail provision application having a lower QoS than the video distribution application may be set to "100".
 経路切り替え指示部160は、所定の閾値「10」と映像配信アプリケーションとの間でPDUセッションが確立されているユーザ端末のうち、RRC_CONNECTEDとなっているユーザ端末数を比較する。経路切り替え指示部160は、映像配信アプリケーションとの間でPDUセッションが確立されているユーザ端末のうち、RRC_CONNECTEDとなっているユーザ端末数が10以下の場合に、PDUセッションの経路の切り替えを指示する。一方、映像配信アプリケーションとの間でPDUセッションが確立されているユーザ端末のうち、RRC_CONNECTEDとなっているユーザ端末数が11以上の場合には、経路切り替え指示部160は、切り替え指示を出力しない。そのため、RRC_CONNECTEDとなっているユーザ端末数が10以下となるまで、第1の経路を通るPDUセッションが維持される。 The route switching instruction unit 160 compares the number of user terminals that are RRC_CONNECTED among the user terminals for which a PDU session has been established between a predetermined threshold value "10" and the video distribution application. The route switching instruction unit 160 instructs switching of the PDU session route when the number of user terminals that are RRC_CONNECTED among the user terminals that have established a PDU session with the video distribution application is 10 or less. . On the other hand, if the number of user terminals in RRC_CONNECTED among the user terminals for which a PDU session has been established with the video distribution application is 11 or more, the path switching instruction unit 160 does not output a switching instruction. Therefore, the PDU session passing through the first route is maintained until the number of user terminals in RRC_CONNECTED becomes 10 or less.
 経路切り替え指示部160は、所定の閾値「100」とメール提供アプリケーションとの間でPDUセッションが確立されているユーザ端末のうち、RRC_CONNECTEDとなっているユーザ端末数を比較する。経路切り替え指示部160は、メール提供アプリケーションとの間でPDUセッションが確立されているユーザ端末のうち、RRC_CONNECTEDとなっているユーザ端末数が100以下の場合に、PDUセッションの経路の切り替えを指示する。そのため、メール提供アプリケーションとの間でPDUセッションが確立されているユーザ端末数が99の場合であっても、PDUセッションの経路が、第1の経路から、第2の経路に切り替えられることになる。 The route switching instruction unit 160 compares the number of user terminals that are RRC_CONNECTED among the user terminals for which a PDU session has been established between the predetermined threshold value "100" and the mail providing application. The route switching instruction unit 160 instructs switching of the PDU session route when the number of user terminals that are RRC_CONNECTED among the user terminals that have established a PDU session with the email providing application is 100 or less. . Therefore, even if the number of user terminals that have established PDU sessions with the email providing application is 99, the PDU session route will be switched from the first route to the second route. .
 このように、アプリケーションに要求されるQoSに応じて、所定の閾値を設定することにより、経路の切り替えにより、PDUセッションが一時的に切断されるユーザ端末の数を、アプリケーション毎に制御することができる。経路切り替え指示部160において、所定の閾値は、RRC_CONNECTEDの数と比較されて、RRC_CONNECTEDの数が当該所定の閾値以下の場合に、経路の切り替えが指示される。 In this way, by setting a predetermined threshold according to the QoS required by the application, it is possible to control for each application the number of user terminals whose PDU sessions are temporarily disconnected due to route switching. can. In the route switching instruction unit 160, a predetermined threshold is compared with the number of RRC_CONNECTED, and when the number of RRC_CONNECTED is less than or equal to the predetermined threshold, switching of the route is instructed.
 QoSが高いアプリケーションほど、所定の閾値は小さい値に設定され得る。QoSが低いアプリケーションほど、所定の閾値は大きい値に設定され得る。この場合には、RRC_CONNECTEDの数が同じであっても、QoSが高いアプリケーションではPDUセッションの経路が切り替えられないが、QoSが低いアプリケーションではPDUセッションの経路が切り替えられることになる。 The higher the QoS of an application, the smaller the predetermined threshold value can be set. The lower the QoS of an application, the larger the predetermined threshold value may be set. In this case, even if the number of RRC_CONNECTED is the same, an application with a high QoS will not switch the PDU session route, but an application with a low QoS will switch the PDU session route.
 また、所定の閾値は、新規アプリケーションに要求される優先度に応じて、設定されるようにしてもよい。新規アプリケーションに要求される優先度が高いほど、所定の閾値を大きい値に設定されるようにしてもよい。例えば、新規アプリケーションが、緊急度が高い、例えば、自動運転アプリケーションであり、即座にプライマリクラウドに作成される必要がある場合、所定の閾値を非常に大きな値に設定されるようにしてもよい。この場合には、RRC状態がRRC_CONNECTEDとなっているユーザ端末の数が多くても、PDUセッションの経路の切り替えが指示されることになる。 Furthermore, the predetermined threshold value may be set depending on the priority level required of the new application. The predetermined threshold value may be set to a larger value as the priority required for the new application is higher. For example, if the new application has a high degree of urgency, such as an autonomous driving application, and needs to be created in the primary cloud immediately, the predetermined threshold may be set to a very large value. In this case, even if the number of user terminals whose RRC status is RRC_CONNECTED is large, switching of the PDU session path will be instructed.
 また、所定の閾値は、対象アプリケーションが利用される時間帯に応じて設定されるようにしてもよい。例えば、夜間よりも日中の時間帯の方が、対象アプリケーションを利用するユーザ端末数が多いと予想される場合には、日中での所定の閾値を夜間での所定の閾値より大きい値に設定されるようにしてよい。 Furthermore, the predetermined threshold value may be set depending on the time period in which the target application is used. For example, if it is expected that the number of user terminals using the target application is greater during the daytime hours than at nighttime hours, the predetermined threshold value for daytime hours may be set to a larger value than the predetermined threshold value for nighttime hours. may be set.
 デプロイ部170は、CNF選択部150において選択されたf個の対象CNFを、セカンダリクラウドにデプロイする。また、経路切り替え指示部160から経路切り替え指示を受け取ると、デプロイ部170は、ユーザ端末とセカンダリクラウドにデプロイされている対象アプリケーションとの間でPDUセッションを確立させるための処理を実行する。また、デプロイ部170は、プライマリクラウドにデプロイされている対象CNFを削除するための処理を実行する。 The deployment unit 170 deploys the f target CNFs selected by the CNF selection unit 150 to the secondary cloud. Further, upon receiving the path switching instruction from the path switching instruction section 160, the deploying section 170 executes processing for establishing a PDU session between the user terminal and the target application deployed in the secondary cloud. Additionally, the deployment unit 170 executes processing for deleting the target CNF deployed in the primary cloud.
 次に、本開示に係る制御装置100によるPDUセッションの経路の切り替えについて、図4A及び図4Bを用いて説明する。図4Aは、経路切り替え前のPDUセッションの経路を示している。図4Bは、経路切り替え後のPDUセッションの経路を示している。
 図4A及び図4Bには、クラウドグループが、Edge Cloud#1及びEdge Cloud#2を含む例が示されている。また、図4A及び図4Bには、RUにより形成されるカバレッジエリア内に位置する、5つのユーザ端末(UE#1、UE#2、UE#3、UE#4、UE#5)が示されている。なお、クラウドグループに含まれるクラウドの数、RUの数、及び、UEの数は限定されない。
Next, switching of PDU session paths by the control device 100 according to the present disclosure will be described using FIGS. 4A and 4B. FIG. 4A shows the path of the PDU session before path switching. FIG. 4B shows the path of the PDU session after path switching.
FIGS. 4A and 4B show an example in which the cloud group includes Edge Cloud #1 and Edge Cloud #2. Furthermore, FIGS. 4A and 4B show five user terminals (UE#1, UE#2, UE#3, UE#4, and UE#5) located within the coverage area formed by the RU. ing. Note that the number of clouds, the number of RUs, and the number of UEs included in a cloud group are not limited.
 図4Aには、経路切り替え前に、Edge Cloud#1には、実線で示されるDU、CU、UPF、APP#1がデプロイされている様子が示されている。UE#1、UE#2、UE#3、UE#4、UE#5は、APP#1との間で、第1の経路を通るPDUセッションを確立している。
 この場合に、Edge Cloud#1に対して、点線で示されるAPP#2の作成依頼があったとする。この時、アプリケーション選択部130が、APP#1をセカンダリクラウドにデプロイする対象アプリケーションに選択し、セカンダリクラウド決定部140が、Edge Cloud#2をセカンダリクラウドに決定したとする。また、CNF選択部150が、APP#1を構築する全てのCNFを対象CNFに選択したとする。
FIG. 4A shows that DU, CU, UPF, and APP #1, which are indicated by solid lines, are deployed in Edge Cloud #1 before the path switching. UE#1, UE#2, UE#3, UE#4, and UE#5 have established a PDU session through the first route with APP#1.
In this case, assume that Edge Cloud #1 is requested to create APP #2, which is indicated by a dotted line. At this time, it is assumed that the application selection unit 130 selects APP #1 as the target application to be deployed on the secondary cloud, and the secondary cloud determination unit 140 determines Edge Cloud #2 as the secondary cloud. Further, it is assumed that the CNF selection unit 150 selects all CNFs constructing APP #1 as target CNFs.
 図4Bには、APP#1がEdge Cloud#1からEdge Cloud#2へ配置変更された様子が示されている。前述したように、経路切り替え指示部160において、第1の経路でAPP#1との間のPDUセッションが確立されているユーザ端末のRRC状態がRRC_CONNECTEDとなっている数と、所定の閾値とが比較される。RRC_CONNECTEDとなっているユーザ端末数が所定の閾値の場合、PDUセッションの経路の切り替えが指示される。
 経路切り替え後には、ユーザ端末と対象アプリケーション(APP#1)との間のPDUセッションが、Edge Cloud#1にデプロイされているDU、CU、UPF、及びセカンダリクラウドにデプロイされたAPP#1を結ぶ第2の経路により確立されることになる。
 APP#1が、Edge Cloud#1からEdge Cloud#2へ配置変更されることにより、Edge Cloud#1に空いたリソースに、APP#2がデプロイされ得る。
FIG. 4B shows how APP #1 is relocated from Edge Cloud #1 to Edge Cloud #2. As described above, the route switching instruction unit 160 determines whether the number of user terminals whose RRC state is RRC_CONNECTED and which has established a PDU session with APP #1 on the first route and a predetermined threshold value are determined. be compared. When the number of user terminals that are RRC_CONNECTED is a predetermined threshold, switching of the PDU session path is instructed.
After route switching, the PDU session between the user terminal and the target application (APP #1) connects the DU, CU, UPF deployed on Edge Cloud #1, and APP #1 deployed on the secondary cloud. The second path will be established.
By relocating APP #1 from Edge Cloud #1 to Edge Cloud #2, APP #2 can be deployed to resources available in Edge Cloud #1.
 図5は、本開示に係る制御装置100の動作例を示すフローチャートである。
 リソース監視部110は、クラウドグループ内のクラウドのリソース使用状況を監視する(S11)。
 リソース判定部120は、プライマリクラウドへの新規アプリケーションの作成依頼時に、プライマリクラウドのリソースが逼迫しているか否か判定する(S12)。具体的には、リソース判定部120は、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースがプライマリクラウドにない場合、リソースが逼迫していると判定する。
 アプリケーション選択部130は、アプリケーションの稼動状況に基づいて、プライマリクラウドにデプロイされている既存アプリケーションから、セカンダリクラウドにデプロイすべきアプリケーション(対象アプリケーション)を選択する(S13)。
FIG. 5 is a flowchart illustrating an example of the operation of the control device 100 according to the present disclosure.
The resource monitoring unit 110 monitors the resource usage status of the cloud in the cloud group (S11).
When requesting the primary cloud to create a new application, the resource determining unit 120 determines whether or not the resources of the primary cloud are tight (S12). Specifically, the resource determination unit 120 determines that resources are tight if the primary cloud does not have the resources to deploy all CNFs that construct a new application.
The application selection unit 130 selects an application (target application) to be deployed to the secondary cloud from existing applications deployed to the primary cloud, based on the operating status of the application (S13).
 セカンダリクラウド決定部140は、対象アプリケーションを構築する全てのCNFのうち、セカンダリクラウドに配置するCNF(対象CNF)の数(f)を設定する(S14)。セカンダリクラウド決定部140は、セカンダリクラウドを決定する(S15)。なお、前述したように、セカンダリクラウドを決定してから、CNF(対象CNF)の数(f)を設定してもよい。
 CNF選択部150は、対象アプリケーションを構築するCNFから、f個のセカンダリクラウドに配置するCNF(対象CNF)を選択する(S16)。S16において、CNF選択部150は、予め設定されているCNFの優先順位に基づいて、対象CNFを選択してもよい。
 デプロイ部170は、選択された対象CNFをセカンダリクラウドにデプロイする(S17)。
 経路切り替え指示部160は、対象アプリケーションとの間でPDUセッションが確立されている1以上のユーザ端末のRRC状態に応じて、PDUセッションを形成する経路を、第1の経路から第2の経路に切り替えるよう指示する(S18)。具体的には、対象アプリケーションとの間でPDUセッションが確立されている1以上のユーザ端末のRRC状態がRRC_CONNECTEDとなっている数が、所定の閾値以下となる場合に、経路切り替え指示部160はPDUセッションの経路の切り替えを指示する。
 なお、S12において、新規アプリケーションの作成依頼があったプライマリクラウドのリソースが逼迫していないと判定された場合、デプロイ部170は、新規アプリケーションをプライマリクラウドに作成する。(S19)。
The secondary cloud determining unit 140 sets the number (f) of CNFs (target CNFs) to be placed in the secondary cloud among all CNFs that construct the target application (S14). The secondary cloud determining unit 140 determines a secondary cloud (S15). Note that, as described above, the number (f) of CNFs (target CNFs) may be set after determining the secondary cloud.
The CNF selection unit 150 selects CNFs (target CNFs) to be placed in f secondary clouds from the CNFs that construct the target application (S16). In S16, the CNF selection unit 150 may select the target CNF based on a preset CNF priority order.
The deployment unit 170 deploys the selected target CNF to the secondary cloud (S17).
The route switching instruction unit 160 changes the route for forming a PDU session from a first route to a second route according to the RRC status of one or more user terminals with which a PDU session has been established with the target application. An instruction is given to switch (S18). Specifically, when the number of RRC states of one or more user terminals with which a PDU session has been established with the target application is RRC_CONNECTED is equal to or less than a predetermined threshold, the path switching instruction unit 160 Instructs to switch the PDU session route.
Note that in S12, if it is determined that the resources of the primary cloud for which the new application creation request was made are not under strain, the deployment unit 170 creates the new application in the primary cloud. (S19).
 次に、図6を用いて、本開示に係る制御装置100における動作について説明する。図6は、本開示に係る制御装置100における処理シーケンスの一例を示す図である。
 制御装置100は、クラウドグループ内のクラウドのリソース使用状況を監視する(「リソース情報管理」、T11)。
Next, the operation of the control device 100 according to the present disclosure will be described using FIG. 6. FIG. 6 is a diagram illustrating an example of a processing sequence in the control device 100 according to the present disclosure.
The control device 100 monitors the resource usage status of the cloud in the cloud group (“resource information management”, T11).
 図6には、クラウドグループ内のプライマリクラウド以外の第i番目のクラウド(クラウド(i)とも記載する)のリソース使用状況が監視されている様子が示されている。ここで、i=1からN-1であり、Nはクラウドグループ内のクラウドの総数である。
 また、リソース使用状況の監視は、定期的、又は、新規アプリケーションの作成依頼をトリガとして行われてもよい。
FIG. 6 shows how the resource usage status of the i-th cloud (also referred to as cloud (i)) other than the primary cloud in the cloud group is monitored. Here, i=1 to N-1, and N is the total number of clouds in the cloud group.
Further, the resource usage status may be monitored periodically or triggered by a request to create a new application.
 制御装置100は、クラウドグループ内のプライマリクラウドへの新規アプリケーションの作成依頼(「新規アプリケーション作成依頼」、T12)をトリガとして、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースが、プライマリクラウドにあるか否かを判定する(「リソース判定」、T13)。例えば、比率fsum/fmaxで定義されるリソース使用割合Rが1以下の場合、制御装置100は、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースがプライマリクラウドにある(「リソース逼迫無し」)と判定する。一方、リソース使用割合Rが1より大きい場合、制御装置100は、新規アプリケーションを構築する全てのCNFをデプロイするためのリソースがプライマリクラウドにない(「リソース逼迫有り」)と判定する。 The control device 100 triggers a request to create a new application to the primary cloud in the cloud group (“new application creation request”, T12), and the control device 100 determines that the resources for deploying all CNFs for building the new application are available in the primary cloud. It is determined whether the resource is present (“resource determination”, T13). For example, if the resource usage ratio R defined by the ratio f sum /f max is 1 or less, the control device 100 determines that the primary cloud has resources for deploying all CNFs that construct a new application ("resources are tight"). "No"). On the other hand, if the resource usage ratio R is greater than 1, the control device 100 determines that the primary cloud does not have the resources to deploy all the CNFs that construct the new application (“resources are tight”).
 「リソース判定」(T13)において、「リソース逼迫有り」と判定された場合、制御装置100は、セカンダリクラウドにデプロイすべきアプリケーション(対象アプリケーション)を選択する(「アプリケーション選択」、T14)。対象アプリケーションは、プライマリクラウドにデプロイされている既存アプリケーションから、アプリケーションの稼動状況に基づいて、選択される。
 対象アプリケーションが選択されると、制御装置100は、対象アプリケーションを構築するCNFの少なくとも一部を配置するセカンダリクラウドを決定する(「セカンダリクラウド決定」、T15)。また、「セカンダリクラウド決定」(T15)では、制御装置100は、セカンダリクラウドに配置するCNF(対象CNF)の数を設定する。
 また、制御装置100は、CNFの優先順位に基づいて、セカンダリクラウドに配置するCNF(対象CNF)を選択する(「CNFの選択」、T16)。
If it is determined in the "resource determination" (T13) that "resources are tight", the control device 100 selects an application (target application) to be deployed to the secondary cloud ("application selection", T14). The target application is selected from existing applications deployed in the primary cloud based on the operating status of the application.
When the target application is selected, the control device 100 determines a secondary cloud in which to place at least a portion of the CNF that constructs the target application (“determine secondary cloud”, T15). Furthermore, in "Secondary Cloud Determination" (T15), the control device 100 sets the number of CNFs (target CNFs) to be placed in the secondary cloud.
Furthermore, the control device 100 selects a CNF (target CNF) to be placed in the secondary cloud based on the priority order of the CNFs (“CNF selection”, T16).
 制御装置100は、選択された対象CNFをセカンダリクラウドにデプロイする(T17)。
 なお、「リソース判定」(T13)において、「リソース逼迫無し」と判定された場合、制御装置100は、プライマリクラウドに新規アプリケーションを構築する全てのCNFをデプロイすると決定してもよい(T14、T15、T16)。この場合には、制御装置100は、新規アプリケーションを構築する全てのCNFをプライマリクラウドにデプロイする(T17A)。
The control device 100 deploys the selected target CNF to the secondary cloud (T17).
Note that in the "resource determination" (T13), if it is determined that "there is no resource strain", the control device 100 may decide to deploy all CNFs for constructing a new application in the primary cloud (T14, T15). , T16). In this case, the control device 100 deploys all CNFs for constructing a new application to the primary cloud (T17A).
 制御装置100は、対象アプリケーションとの間でPDUセッションが確立されている1以上のユーザ端末のRRC状態に応じて、ユーザ端末と対象アプリケーションとの間に確立されるPDUセッションの経路を切り替える(「経路切り替え」、T18)。例えば、ユーザ端末とセカンダリクラウドにデプロイされている対象アプリケーションとの間でPDUセッションを確立させるための処理を実行する。また、制御装置100は、プライマリクラウドにデプロイされている対象CNFを削除するための処理を実行する(T19)。 The control device 100 switches the path of the PDU session established between the user terminal and the target application, depending on the RRC state of one or more user terminals with which a PDU session has been established with the target application (" "Route switching", T18). For example, a process for establishing a PDU session between a user terminal and a target application deployed in a secondary cloud is executed. Furthermore, the control device 100 executes processing for deleting the target CNF deployed in the primary cloud (T19).
 以上説明したよう、本開示に係る制御装置100は、少なくとも、アプリケーション選択部130、及び、経路切り替え指示部160を備える。アプリケーション選択部130が、プライマリクラウドにデプロイされている既存アプリケーションの稼動状況に基づいて、セカンダリクラウドにデプロイすべきアプリケーション(対象アプリケーション)を選択する。経路切り替え指示部160は、プライマリクラウドにデプロイされている対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得する。経路切り替え指示部160は、RRC状態に応じて、プライマリクラウドにデプロイされている対象アプリケーションまでの経路から、セカンダリクラウドにデプロイされた対象アプリケーションまでの経路への、PDUセッションの経路の切り替えを指示する。 As described above, the control device 100 according to the present disclosure includes at least the application selection section 130 and the path switching instruction section 160. The application selection unit 130 selects an application (target application) to be deployed to the secondary cloud based on the operating status of existing applications deployed to the primary cloud. The path switching instruction unit 160 acquires information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. . The route switching instruction unit 160 instructs switching of the PDU session route from the route to the target application deployed in the primary cloud to the route to the target application deployed in the secondary cloud, according to the RRC state. .
 制御装置100が、上記のような構成を採ることにより、PDUセッションの経路が第1の経路から第2の経路へ切り替えられることになる。第1の経路は、ユーザ端末からプライマリクラウドにデプロイされている対象アプリケーションとの間のPDUセッションを形成する経路である。第2の経路は、ユーザ端末からセカンダリクラウドに配置変更された対象アプリケーションとの間のPDUセッションを形成する経路である。プライマリクラウドに十分なリソースがなく、アプリケーションを構築するCNFの配置変更が必要となる場合においても、PDUセッションを形成する経路の切り替えによる影響を抑えつつ、ユーザ端末に安定してサービスを提供することができるようになる。
 また、アプリケーションを構築するCNFを異なるクラウドに分散して配置することができるので、クラウドグループ全体としてのコンピューティングリソース消費を平準化することができる。
When the control device 100 adopts the above configuration, the path of the PDU session is switched from the first path to the second path. The first path is a path for forming a PDU session from the user terminal to the target application deployed in the primary cloud. The second route is a route for forming a PDU session from the user terminal to the target application relocated to the secondary cloud. To stably provide services to user terminals while suppressing the impact of switching paths for forming PDU sessions even when the primary cloud does not have sufficient resources and it is necessary to change the placement of CNFs that build applications. You will be able to do this.
Furthermore, since CNFs that build applications can be distributed and placed in different clouds, it is possible to level out the consumption of computing resources for the cloud group as a whole.
 また、アプリケーション選択部130は、プライマリクラウドにデプロイされている既存アプリケーションの稼動状況に基づいて、対象アプリケーションを選択してもよい。これにより、稼動状況が高いアプリケーションがプライマリクラウドに配置され、稼動状況が低いアプリケーションがセカンダリクラウドに配置されるようになるので、PDUセッションが一時的に切断される等の、配置変更による影響を抑えることができる。
 なお、アプリケーション選択部130は、プライマリクラウドにデプロイされている既存アプリケーションから対象アプリケーションを選択するのに先立ち、既存アプリケーションと新規アプリケーションとの優先順位を比較してよい。新規アプリケーションの優先順位が既存アプリケーションより高い場合に、アプリケーション選択部130は、対象アプリケーションを既存アプリケーションから選択するようにしてよい。新規アプリケーションの優先順位が既存アプリケーションより低い場合には、アプリケーション選択部130は、新規アプリケーションをセカンダリクラウドにデプロイすべき対象アプリケーションに選択してよい。アプリケーション選択部130は、新規アプリケーションがセカンダリクラウドにデプロイされるようセカンダリクラウド決定部140及びCNF選択部150に指示してよい。この場合には、経路切り替え指示部160に対して、経路を切り替えるための指示は出力されないことになる。
Further, the application selection unit 130 may select the target application based on the operating status of existing applications deployed in the primary cloud. As a result, applications with high operating status are placed in the primary cloud, and applications with low operating status are placed in the secondary cloud, reducing the impact of placement changes such as temporary disconnection of PDU sessions. be able to.
Note that, before selecting a target application from existing applications deployed in the primary cloud, the application selection unit 130 may compare the priorities of the existing application and the new application. If the priority of the new application is higher than the existing application, the application selection unit 130 may select the target application from the existing applications. If the new application has a lower priority than the existing application, the application selection unit 130 may select the new application as the target application to be deployed to the secondary cloud. The application selection unit 130 may instruct the secondary cloud determination unit 140 and the CNF selection unit 150 to deploy the new application to the secondary cloud. In this case, no instruction for switching the route will be output to the route switching instruction unit 160.
 なお、以上の説明では、ユーザ端末に提供されるサービスを提供するためのアプリケーションが、図2に示すような構成を有している場合を例に説明したが、これに限定されるものではない。アプリケーションが、サービス提供する際の役割毎に分割された役割単位から構築され、これら役割単位が異なるクラウドにデプロイされた場合においても、役割単位同士の機能連携通信が可能であるようなアーキテクチャが採られていればよい。 Note that in the above explanation, an example has been explained in which an application for providing services provided to a user terminal has a configuration as shown in FIG. 2, but the present invention is not limited to this. . Even if an application is built from role units that are divided into roles when providing a service, and these role units are deployed to different clouds, an architecture is adopted that allows functional coordination communication between role units. It would be fine if it was.
 図7は、本開示に係る制御装置100を実装するコンピュータ200を示す図である。コンピュータ200は、プロセッサ210と、メモリ220と、通信部230と、を含む。プロセッサ210、メモリ220、及び通信部230の数は限定されず、1つ又は複数であってよい。また、プロセッサ210、メモリ220、及び通信部230は、制御装置100を構成する各部が配置される場所毎にまとめてデプロイされていてもよい。プロセッサ210は、制御装置100にインストールされるプログラムに従って動作するマイクロプロセッサ等のプログラム制御デバイスである。メモリ220は、ROM若しくはRAM等の記憶素子、ソリッドステートドライブ(SSD)、又はハードディスクドライブ(HDD)等の記憶デバイスである。メモリ220には、プロセッサ210によって実行されるプログラム等が記憶される。通信部230は、例えば、NIC又は無線LANモジュール等の通信インターフェースである。なお、通信部230において、SDN(Software-Defined Networking)が実装されていてもよい。
 コンピュータ200は、更にストレージ240を含んでもよい。
 ストレージ240に記憶されるアプリケーション情報としては、新規アプリケーションを構築するCNF総数の情報、CNFの特性についての情報、及び、アプリケーションの優先順位の情報を例示することができる。
 コンピュータ200は、図示していない他の構成を更に含んでいてもよい。
FIG. 7 is a diagram showing a computer 200 implementing the control device 100 according to the present disclosure. Computer 200 includes a processor 210, a memory 220, and a communication unit 230. The number of processors 210, memories 220, and communication units 230 is not limited, and may be one or more. Further, the processor 210, the memory 220, and the communication unit 230 may be deployed together at each location where each unit that constitutes the control device 100 is arranged. The processor 210 is a program-controlled device such as a microprocessor that operates according to a program installed in the control device 100. The memory 220 is a storage device such as a storage element such as ROM or RAM, a solid state drive (SSD), or a hard disk drive (HDD). The memory 220 stores programs and the like executed by the processor 210. The communication unit 230 is, for example, a communication interface such as a NIC or a wireless LAN module. Note that SDN (Software-Defined Networking) may be implemented in the communication unit 230.
Computer 200 may further include storage 240.
Examples of the application information stored in the storage 240 include information on the total number of CNFs for constructing a new application, information on CNF characteristics, and information on application priorities.
Computer 200 may further include other components not shown.
 本開示に係る制御装置100は、1以上のプロセッサを備える。1以上のプロセッサが、複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択する。1以上のプロセッサが、対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、クラウドグループ内のセカンダリクラウドにデプロイする。1以上のプロセッサが、プライマリクラウドにデプロイされている対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得する。1以上のプロセッサが、RRC状態に応じて、プライマリクラウドにデプロイされている対象アプリケーションまでの経路から、セカンダリクラウドにデプロイされた対象アプリケーションまでの経路への、PDUセッションの経路の切り替えを指示する。 The control device 100 according to the present disclosure includes one or more processors. One or more processors select a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds. One or more processors deploy all or part of a CNF (Containerized Network Function) that constructs a target application to a secondary cloud within a cloud group. One or more processors acquire information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with a target application deployed in a primary cloud. One or more processors instruct switching of the path of the PDU session from a path to a target application deployed in a primary cloud to a path to a target application deployed in a secondary cloud, depending on the RRC state.
 なお、アプリケーションの構築に、コンテナ型仮想化技術が適用されている場合、本開示に係る制御装置100は、オーケストレータの機能を用いて、クラウド間におけるリソース共有を実現してもよい。 Note that when container-type virtualization technology is applied to the construction of an application, the control device 100 according to the present disclosure may realize resource sharing between clouds using an orchestrator function.
 本開示は、前述の構成に限定されず、本開示には制御プログラムも含まれる。すなわち、コンピュータによって読み込まれると、コンピュータの1以上のプロセッサに、制御装置100の各部を実行させるためのプログラムも本開示に含まれる。
 当該上記プログラムは、コンピュータ読み取り可能で非一時的な(non-transitory)記憶媒体に記録されて提供されてよい。
The present disclosure is not limited to the above configuration, and the present disclosure also includes a control program. That is, the present disclosure also includes a program that, when read by a computer, causes one or more processors of the computer to execute each part of the control device 100.
The above-mentioned program may be provided recorded on a computer-readable non-transitory storage medium.
 本開示は次の態様を含む。 The present disclosure includes the following aspects.
[1] 1以上のプロセッサを備え、前記1以上のプロセッサが、
 複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択することと、
 前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイすることと、
 前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得することと、
 前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示することと、
を実行する、制御装置。
[1] Comprising one or more processors, the one or more processors:
Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds;
Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group;
Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud;
Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and,
A control device that executes.
[2] 前記1以上のプロセッサは、
 前記RRC状態がRRC_CONNECTEDとなっている数が、所定の閾値以下となる場合に、前記切り替えを指示する、
 [1]に記載の制御装置。
[2] The one or more processors are:
Instructing the switching when the number of RRC states of RRC_CONNECTED is less than or equal to a predetermined threshold;
The control device according to [1].
[3] 前記所定の閾値は、前記対象アプリケーションに要求されるQoS(Quality of service)に応じて設定されている、
 [2]に記載の制御装置。
[3] The predetermined threshold value is set according to QoS (Quality of service) required of the target application.
The control device according to [2].
[4] 前記対象アプリケーションに要求されるQoSが高いほど、前記所定の閾値は小さい、
 [3]に記載の制御装置。
[4] The higher the QoS required for the target application, the smaller the predetermined threshold value is.
The control device according to [3].
[5] 前記1以上のプロセッサが、
 新規アプリケーションの前記プライマリクラウドへの作成依頼時に、前記対象アプリケーションを選択し、
 前記所定の閾値は、前記新規アプリケーションに要求される優先度に応じて設定されている、
 [2]に記載の制御装置。
[5] The one or more processors:
When requesting the creation of a new application to the primary cloud, select the target application,
The predetermined threshold value is set according to the priority required for the new application,
The control device according to [2].
[6] 前記新規アプリケーションに要求される優先度が高いほど、前記所定の閾値は大きい、
 [5]に記載の制御装置。
[6] The higher the priority required for the new application, the greater the predetermined threshold value;
The control device according to [5].
[7] 前記所定の閾値は、利用時間帯に応じて設定されている、
 [2]から[6]のいずれか1つに記載の制御装置。
[7] The predetermined threshold value is set according to the usage time period,
The control device according to any one of [2] to [6].
[8] 前記1以上のプロセッサは、
 前記既存アプリケーションの稼動状況に基づいて、前記対象アプリケーションを選択する、
 [1]から[7]のいずれか1つに記載の制御装置。
[8] The one or more processors are:
selecting the target application based on the operating status of the existing application;
The control device according to any one of [1] to [7].
[9] 前記稼動状況は、前記アプリケーションの稼動時間、前記アプリケーションに接続されているユーザ端末数、前記アプリケーションのデータ量、及び、前記アプリケーションのスループットのうち少なくとも1つを含む、
 [8]に記載の制御装置。
[9] The operating status includes at least one of the operating time of the application, the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application.
The control device according to [8].
[10] 前記1以上のプロセッサは、
 前記PDUセッションの経路の切り替えに起因する遅延時間に基づいて、前記セカンダリクラウドを決定すること、を更に実行する、
 [1]から[9]のいずれか1つに記載の制御装置。
[10] The one or more processors include:
further performing the step of determining the secondary cloud based on a delay time caused by switching the path of the PDU session;
The control device according to any one of [1] to [9].
[11] 前記1以上のプロセッサは、
 前記遅延時間が最小となるクラウドを前記セカンダリクラウドに決定する、
 [10]に記載の制御装置。
[11] The one or more processors include:
determining a cloud with the minimum delay time as the secondary cloud;
The control device according to [10].
[12] 前記1以上のプロセッサが、
 新規アプリケーションの前記プライマリクラウドへの作成依頼時に、前記プライマリクラウドが逼迫していることをトリガとして、前記対象アプリケーションを選択する、
 [1]から[11]のいずれか1つに記載の制御装置。
[12] The one or more processors,
selecting the target application using the fact that the primary cloud is under stress as a trigger when requesting creation of a new application to the primary cloud;
The control device according to any one of [1] to [11].
[13] 前記1以上のプロセッサが、
 前記プライマリクラウドのリソース使用状況を監視することと、
を更に実行する、
 [1]から[12]のいずれか1つに記載の制御装置。
[13] The one or more processors,
Monitoring resource usage of the primary cloud;
further execute
The control device according to any one of [1] to [12].
[14] 前記1以上のプロセッサは、
 前記プライマリクラウドにデプロイされている前記対象アプリケーションを構築するCNFの全部又は一部を削除するよう指示すること、
を更に実行する、
[1]から[13]のいずれか1つに記載の制御装置。
[14] The one or more processors include:
Instructing to delete all or part of the CNF that builds the target application deployed in the primary cloud;
further execute
The control device according to any one of [1] to [13].
[15] 前記対象アプリケーションは、マイクロサービスアーキテクチャにより構築されている、
 [1]から[14]のいずれか1つに記載の制御装置。
[15] The target application is constructed using a microservice architecture.
The control device according to any one of [1] to [14].
[16] 複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを、プロセッサを用いて、選択することと、
 前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドに、プロセッサを用いて、デプロイすることと、
 前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を、プロセッサを用いて、取得することと、
 前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを、プロセッサを用いて、指示することと、
を含む、制御方法。
[16] Selecting, using a processor, a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds;
Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group using a processor;
Using a processor, acquire information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. to do and
The processor switches the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. using and instructing;
including control methods.
[17] コンピュータによって読み込まれると、前記コンピュータの1以上のプロセッサに、
 複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択することと、
 前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイすることと、
 前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得することと、
 前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示することと、
を実行させるプログラムが記録された、非一時的(non-transitory)なコンピュータ可読媒体。
[17] When read by a computer, one or more processors of said computer:
Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds;
Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group;
Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud;
Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and,
A non-transitory computer-readable medium on which a program for executing is recorded.
 なお、本開示は、前述の実施形態に限定されるものではなく、前述の構成に対して、構成要素の付加、削除又は転換を行った様々な変形例も含むものとする。 Note that the present disclosure is not limited to the above-described embodiments, but also includes various modifications in which components are added, deleted, or converted to the above-described configuration.
 100 制御装置
 110 リソース監視部
 120 リソース判定部
 130 アプリケーション選択部
 140 セカンダリクラウド決定部
 150 CNF選択部
 160 経路切り替え指示部
 170 デプロイ部
 200 コンピュータ
 210 プロセッサ
 220 メモリ
 230 通信部
 240 ストレージ

 
100 Control device 110 Resource monitoring unit 120 Resource determination unit 130 Application selection unit 140 Secondary cloud determination unit 150 CNF selection unit 160 Route switching instruction unit 170 Deployment unit 200 Computer 210 Processor 220 Memory 230 Communication unit 240 Storage

Claims (17)

  1.  1以上のプロセッサを備え、前記1以上のプロセッサが、
     複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択することと、
     前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイすることと、
     前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得することと、
     前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示することと、
    を実行する、制御装置。
    comprising one or more processors, the one or more processors comprising:
    Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds;
    Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group;
    Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud;
    Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and,
    A control device that executes.
  2.  前記1以上のプロセッサは、
     前記RRC状態がRRC_CONNECTEDとなっている数が、所定の閾値以下となる場合に、前記切り替えを指示する、
     請求項1に記載の制御装置。
    The one or more processors are:
    Instructing the switching when the number of RRC states of RRC_CONNECTED is less than or equal to a predetermined threshold;
    The control device according to claim 1.
  3.  前記所定の閾値は、前記対象アプリケーションに要求されるQoS(Quality of service)に応じて設定されている、
     請求項2に記載の制御装置。
    The predetermined threshold value is set according to QoS (Quality of service) required of the target application.
    The control device according to claim 2.
  4.  前記対象アプリケーションに要求されるQoSが高いほど、前記所定の閾値は小さい、
     請求項3に記載の制御装置。
    The higher the QoS required for the target application, the smaller the predetermined threshold value is.
    The control device according to claim 3.
  5.  前記1以上のプロセッサが、
     新規アプリケーションの前記プライマリクラウドへの作成依頼時に、前記対象アプリケーションを選択し、
     前記所定の閾値は、前記新規アプリケーションに要求される優先度に応じて設定されている、
     請求項2に記載の制御装置。
    the one or more processors,
    When requesting the creation of a new application to the primary cloud, select the target application,
    The predetermined threshold value is set according to the priority required for the new application,
    The control device according to claim 2.
  6.  前記新規アプリケーションに要求される優先度が高いほど、前記所定の閾値は大きい、
     請求項5に記載の制御装置。
    The higher the priority required for the new application, the greater the predetermined threshold value;
    The control device according to claim 5.
  7.  前記所定の閾値は、利用時間帯に応じて設定されている、
     請求項2に記載の制御装置。
    The predetermined threshold value is set according to the usage time period,
    The control device according to claim 2.
  8.  前記1以上のプロセッサは、
     前記既存アプリケーションの稼動状況に基づいて、前記対象アプリケーションを選択する、
     請求項1に記載の制御装置。
    The one or more processors are:
    selecting the target application based on the operating status of the existing application;
    The control device according to claim 1.
  9.  前記稼動状況は、前記アプリケーションの稼動時間、前記アプリケーションに接続されているユーザ端末数、前記アプリケーションのデータ量、及び、前記アプリケーションのスループットのうち少なくとも1つを含む、
     請求項8に記載の制御装置。
    The operating status includes at least one of the operating time of the application, the number of user terminals connected to the application, the amount of data of the application, and the throughput of the application.
    The control device according to claim 8.
  10.  前記1以上のプロセッサは、
     前記PDUセッションの経路の切り替えに起因する遅延時間に基づいて、前記セカンダリクラウドを決定すること、を更に実行する、
     請求項1に記載の制御装置。
    The one or more processors are:
    further performing the step of determining the secondary cloud based on a delay time caused by switching the path of the PDU session;
    The control device according to claim 1.
  11.  前記1以上のプロセッサは、
     前記遅延時間が最小となるクラウドを前記セカンダリクラウドに決定する、
     請求項10に記載の制御装置。
    The one or more processors are:
    determining a cloud with the minimum delay time as the secondary cloud;
    The control device according to claim 10.
  12.  前記1以上のプロセッサが、
     新規アプリケーションの前記プライマリクラウドへの作成依頼時に、前記プライマリクラウドが逼迫していることをトリガとして、前記対象アプリケーションを選択する、
     請求項1に記載の制御装置。
    the one or more processors,
    selecting the target application using the fact that the primary cloud is under stress as a trigger when requesting creation of a new application to the primary cloud;
    The control device according to claim 1.
  13.  前記1以上のプロセッサが、
     前記プライマリクラウドのリソース使用状況を監視することと、
    を更に実行する、
     請求項1に記載の制御装置。
    the one or more processors,
    Monitoring resource usage of the primary cloud;
    further execute
    The control device according to claim 1.
  14.  前記1以上のプロセッサは、
     前記プライマリクラウドにデプロイされている前記対象アプリケーションを構築するCNFの全部又は一部を削除するよう指示すること、
    を更に実行する、
    請求項1に記載の制御装置。
    The one or more processors are:
    Instructing to delete all or part of the CNF that builds the target application deployed in the primary cloud;
    further execute
    The control device according to claim 1.
  15.  前記対象アプリケーションは、マイクロサービスアーキテクチャにより構築されている、
     請求項1に記載の制御装置。
    The target application is constructed using a microservice architecture.
    The control device according to claim 1.
  16.  複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを、プロセッサを用いて、選択することと、
     前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドに、プロセッサを用いて、デプロイすることと、
     前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を、プロセッサを用いて、取得することと、
     前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを、プロセッサを用いて、指示することと、
    を含む、制御方法。
    Selecting, using a processor, a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed to a primary cloud in a cloud group formed by a plurality of clouds;
    Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group using a processor;
    Using a processor, acquire information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud. to do and
    The processor switches the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. using and instructing;
    including control methods.
  17.  コンピュータによって読み込まれると、前記コンピュータの1以上のプロセッサに、
     複数のクラウドにより形成されるクラウドグループ内のプライマリクラウドにデプロイされている既存アプリケーションから、前記クラウドグループ内のセカンダリクラウドにデプロイすべき対象アプリケーションを選択することと、
     前記対象アプリケーションを構築するCNF(Containerized Network Function)の全部又は一部を、前記クラウドグループ内のセカンダリクラウドにデプロイすることと、
     前記プライマリクラウドにデプロイされている前記対象アプリケーションとの間でPDU(Packet Protocol Unit)セッションが確立されている1以上のユーザ端末のRRC(Radio Resource Control)状態の情報を取得することと、
     前記RRC状態に応じて、前記プライマリクラウドにデプロイされている前記対象アプリケーションまでの経路から、前記セカンダリクラウドにデプロイされた前記対象アプリケーションまでの経路への、前記PDUセッションの経路の切り替えを指示することと、
    を実行させるプログラムが記録された、非一時的(non-transitory)なコンピュータ可読媒体。

     
    When read by a computer, one or more processors of said computer:
    Selecting a target application to be deployed to a secondary cloud in the cloud group from existing applications deployed in a primary cloud in a cloud group formed by a plurality of clouds;
    Deploying all or part of a CNF (Containerized Network Function) that constructs the target application to a secondary cloud within the cloud group;
    Obtaining information on the RRC (Radio Resource Control) status of one or more user terminals that have established a PDU (Packet Protocol Unit) session with the target application deployed in the primary cloud;
    Instructing to switch the path of the PDU session from a path to the target application deployed in the primary cloud to a path to the target application deployed in the secondary cloud according to the RRC state. and,
    A non-transitory computer-readable medium on which a program for executing is recorded.

PCT/JP2022/026394 2022-06-30 2022-06-30 Resource sharing within cloud group formed of plurality of clouds WO2024004177A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/026394 WO2024004177A1 (en) 2022-06-30 2022-06-30 Resource sharing within cloud group formed of plurality of clouds

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/026394 WO2024004177A1 (en) 2022-06-30 2022-06-30 Resource sharing within cloud group formed of plurality of clouds

Publications (1)

Publication Number Publication Date
WO2024004177A1 true WO2024004177A1 (en) 2024-01-04

Family

ID=89382553

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2022/026394 WO2024004177A1 (en) 2022-06-30 2022-06-30 Resource sharing within cloud group formed of plurality of clouds

Country Status (1)

Country Link
WO (1) WO2024004177A1 (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190007500A1 (en) * 2017-07-03 2019-01-03 Electronics And Telecommunications Research Institute Method for protocol data unit (pdu) session anchor relocation and 5g network registration
US20200351724A1 (en) * 2019-05-03 2020-11-05 Nokia Solutions And Networks Oy Efficient computing of application data in mobile communication network
US20210014133A1 (en) * 2020-09-25 2021-01-14 Intel Corporation Methods and apparatus to coordinate edge platforms
US20210153041A1 (en) * 2019-11-18 2021-05-20 Verizon Patent And Licensing Inc. Systems and methods for monitoring performance in distributed edge computing networks

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190007500A1 (en) * 2017-07-03 2019-01-03 Electronics And Telecommunications Research Institute Method for protocol data unit (pdu) session anchor relocation and 5g network registration
US20200351724A1 (en) * 2019-05-03 2020-11-05 Nokia Solutions And Networks Oy Efficient computing of application data in mobile communication network
US20210153041A1 (en) * 2019-11-18 2021-05-20 Verizon Patent And Licensing Inc. Systems and methods for monitoring performance in distributed edge computing networks
US20210014133A1 (en) * 2020-09-25 2021-01-14 Intel Corporation Methods and apparatus to coordinate edge platforms

Similar Documents

Publication Publication Date Title
US10579093B2 (en) Workload prediction based CPU frequency scaling
US10771533B2 (en) Adaptive communication control device
US8081569B2 (en) Dynamic adjustment of connection setup request parameters
US9992786B2 (en) Facilitation of multipath scheduling
CN112867050A (en) UPF network element management method and system
JP6924895B2 (en) Battery virtualization
CN112119666A (en) Method, computer program and circuitry for managing resources within a radio access network
KR20150130384A (en) Adaptive data synchronization
CN112822050A (en) Method and apparatus for deploying network slices
US11190983B2 (en) Network latency control
US11838389B2 (en) Service deployment method and scheduling apparatus
WO2023064018A1 (en) Efficiency of routing traffic to an edge compute server at the far edge of a cellular network
WO2016115846A1 (en) Service scheduling method and apparatus, wireless network controller and base station
WO2024004177A1 (en) Resource sharing within cloud group formed of plurality of clouds
US10042414B2 (en) Concurrent network application scheduling for reduced power consumption
US20220408353A1 (en) User plane function selection and hosting for real-time applications
WO2024004178A1 (en) Resource sharing within cloud group formed of plurality of clouds
WO2024004179A1 (en) Resource sharing within cloud group formed from plurality of clouds
WO2023057794A1 (en) Method for aligning quality of service in mobile network and edge cloud
CN112231146B (en) Method for realizing backup service quality based on circular-backup and storage medium
WO2023152980A1 (en) Resource sharing system
US11930390B2 (en) Intent-driven network analytics for predictive network slice management
US20230292291A1 (en) Method, Device and Radio Access Network for Adjusting Resources of Radio Access Network
CN115934264A (en) Service scheduling method and device, electronic equipment and computer readable storage medium
Cui et al. Wireless Network Instabilities in the Wild: Measurement, Applications (Non) Resilience, and OS Remedy

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 22949450

Country of ref document: EP

Kind code of ref document: A1