DYNAMIC GRID SLICING SYSTEM
Patent Information
- Application Number
- TR202614136
- Authority / Receiving Office
- TR · TR
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2026-08-20
- Publication Date
- 2026-09-21
Smart Images
Figure 00000020_0000
Abstract
Description
1 TARIFF DYNAMIC GRID SLICING SYSTEM Technical Area This invention enables instant connection expressed by the user using natural language within the mobile application. Instead of directly converting the requirement into a slice type, it is first processed by the machine. converting it into a processable technical intent object, and this object being used as a device, application, user authorization, independent fifth-generation mobile communications (5G SA) coverage status and verification by network resource suitability, the verified intent has a limited lifetime of 10 converting a specific piece of data into a slice request object and the relevant network resource was kept active only for the verified session duration. It then involves a system that allows for its automatic release. Previous Technique 15 Current 5G network slicing solutions are mostly in the application and subscription categories. profile, business policy, service template or predefined by the operator It works through the slice class. In these structures, the user can express themselves instantly and contextually. The need arises often from direct and reliable access to technical network parameters. 20 It cannot be transformed. The first technical problem is that the slice selection is not adapted to the user's immediate context. No, it's based on the static service category. Therefore, the same application can be used at different times. Even if this creates different quality requirements, the system translates this difference into measurable QoS objectives. It may be insufficient. The second technical problem is that the natural language command alone may not be a network resource. The problem is the lack of a reliable trigger for allocation. The user says "I have an important meeting" 25 This means that if an active video conference session has not yet started, the user does not have the relevant authorization. Otherwise, the device is not within 5G SA coverage or network resources are unavailable, resulting in a low signal. Delayed slice activation should not be sufficient. Otherwise, it will result in a false positive NLP. 2 decisions lead to unnecessary resource reservations and inefficient use of the capacity pool and a decrease in the number of premium sessions that can be supported on the same physical infrastructure This is why. The third technical problem is the conditioning of resource allocation throughout the lifecycle. It is fundamentally not monitored. After a quality profile is enabled in existing systems Session termination, context invalidation, timeout, or failure to meet the same QoS objective of the standard profile. 5 The resource is always automatically released in situations such as when it becomes available. This may not be possible. This situation is particularly unnecessary in short premium sessions. It increases the booking time. The fourth technical issue is natural language, application session. radio condition, user authorization, network resource availability, and telemetry feedback are all the same. The absence of a verifiable technical intermediary representation that connects the decision-making chain is a problem. 10 Therefore, the instant connection expressed by the user in natural language within the mobile application. Instead of directly converting the requirement into a slice type, it is first processed by the machine. converting it into a processable technical intent object, and this object being used as a device, application, User authorization, independent fifth-generation mobile communications (5G SA) coverage status 15 and verification by network resource suitability, the verified intent having a limited lifetime. converting a specific piece of data into a slice request object and the relevant network resource was kept active only for the verified session duration. then a system was needed that would allow for its automatic release It is understood. 20 According to Chinese patent document CN120166423, which is included in the prior art, 5G network segment communication system resource configuration and optimization. The method in question is discussed. This invention relates to communication within a 5G network segment. It relates to the resource structuring and optimization method of the system and is a 25 resource structuring and optimization method of the communication system It includes. The method involves a 5G network slice system with a layered architecture in the S1 step. the creation of the model, limited resources according to the system model in step S2 and 3 Maximizing overall user satisfaction under service quality constraints The analysis and formulation of an optimization problem for extraction and S3 In this step, a Markov decision process is used to solve the optimization problem. transforming, dynamic resource allocation based on deep reinforcement learning the algorithm is recommended and system users achieve the highest satisfaction 5 It includes investigating the level. Brief Description of the Invention The aim of this invention is to capture 10 real-time expressions that a user makes using natural language within a mobile application. Instead of directly translating the connection requirement into a slice type, first the machine the conversion of this object into a technical intent that can be processed by the device, application, user authorization, independent fifth-generation mobile communications (5G SA) coverage Verification of status and network resource availability, the verified intent has a limited lifespan. converting a specific piece of data into a slice request object and 15 the relevant network resource was kept active only for the verified session duration. a system developed to ensure its automatic release to accomplish. Detailed Description of the Invention 20 The "Dynamic Grid Slicing System" was developed to achieve the purpose of this invention. This is shown in the attached figure; Figure 1; Schematic view of the system that is the subject of the invention. 25 The parts shown in the figure are individually numbered, and the corresponding numbers correspond to these numbers. It is given below. 4 1. System 2. Application 3. Database 4. Server 5 The user's need for instant connectivity, expressed in natural language within the mobile application. Instead of being directly converted into a slice type, it can first be processed by a machine. converting it into a technical intent object, this object being associated with the device, application, user authority, independent fifth-generation mobile communications (5G SA) coverage status and network 10 verification of source suitability, the verified intention being a specific one with a limited lifespan. the data piece is converted into a slice request object and the relevant network after the resource has been kept active only for the verified session duration The invention was developed to enable its automatic release. system (1); 15 -working on an electronic device involves receiving written commands from the user, Optionally, the data can be transmitted via speech in the form of a transcribed command. obtaining, determining the time the command was generated, the active application or screen determining the context, and ascertaining whether the relevant application session has started. This involves collecting connection status and 20 when a network slice cannot be created. to enable the user to be shown either a standard connection result or an additional verification result. at least one application configured (2), - technical profile information, anonymized decision records, service quality profiles, user authorization information, corporate service level parameters, and EN 25 is configured to keep a record of active session statuses. a small database (3), - If the user command is received via speech, the audio signal is converted into written text. transforming the user's natural language using artificial intelligence and natural language processing techniques. the technical interpretation of the command given, the interpreted commands converting it into a structured data object that can be processed by a machine, using artificial intelligence techniques to make a decision, and comparing that decision with the real network. checking whether its implementation under the given conditions is technically feasible This includes checking user authorization and service level, and 5G network 5. data is collected to perform context validation and session tracking, verified translating technical intent into measurable network performance targets, Verified intent and service profile slice request that can be processed by the network converting it into an object, slice request object with existing 5G network management establishing a connection between the infrastructure, 5G core network and radio access network slice 10 implementation of real network resources with its infrastructure, after network slice is enabled Continuous or periodic monitoring of the actual operational status of the connection, Identifying the technical situation where the allocated network resource is no longer needed and automatic release of the resource, top-level network slice If it cannot be created or subsequently maintained, the user's 15 preventing the connection from being completely cut off and the technical decisions made at least one structured to ensure that it is recorded in an auditable manner Includes server (4). The application (2) in the system (1) which is the subject of the invention, can use any communication protocol 20 to communicate with the database (3) and server (4) and exchange data using It is configured to perform. The application (2) sends the user to the server (4). It is structured to enable the transmission of interaction data. The database (3) in the system (1) which is the subject of the invention, can use any communication protocol 25 to communicate and exchange data with the application (2) and the server (4) using It is structured to perform data minimization. The database (3) In line with this approach, instead of the raw command, a command-derived intent class and trust are used. 6 score, estimated time, required service quality class, activation reason, free Technical data such as the reason for leaving and anonymous session reference are on record. It is structured to ensure that the database (3) is kept for the user or Connection permissions defined for the corporate account, allowed top-level network slice. Types, maximum session durations, service quality profile mappings, application or service 5 classes, past anonymous activation and release records, model confidence score calibration results, service quality performance results, anonymous decision log, and To ensure that data in the form of system error and control logs is kept on record. It is structured in such a way that the database (3) is in a preferred arrangement of the invention. Depending on the application (2), distributed data store, edge computing data store or electronic 10 to be used as secure local storage on the device is being structured. Database (3), intent validation and network resource lifecycle to ensure the storage of technical data required by the control mechanism is structured. Database (3), anonymous session reference, intent class, trust Score, verification result, activation reason, activated service profile, free 15 Reason for leaving, reason for returning, timestamp, and measured service quality result. It is structured to ensure that information in this form is kept on record. The server (4) in the system (1) which is the subject of the invention, any communication protocol Communicate and exchange data with the application (2) and database (3) using 20 It is configured to execute the command given by the user. The server (4) text normalization, correction of spelling differences, time expressions Identifying, extracting urgency statements, identifying critical task statements, Determining the connection quality expected by the user, estimating session 25 from the processes of calculating the duration, confidence score calculation and uncertainty determination. It is configured to enable the transfer of the server (4), technical intent object's intent class, confidence score, urgency level, estimated session duration, required service quality class, rationale for intent determination or triggering, and ambiguity mark. 7 It is configured to include fields. The server (4) ensures intent security. score, intention uncertainty status, active application, application (2) session actually whether it has started or not, the user's authorization to use a higher-level network slice, the device's 5G whether it falls within the scope of independent architecture, radio signal quality, network resources availability, if another top-level slice is active for the same user 5 whether it is not present, or whether the estimated session duration is shorter than the maximum allowed duration. and by using data such as corporate service level authority, the decision is accurate. checking whether its implementation under network conditions is technically feasible It is configured to enable the user to access the relevant service. The server (4) whether authorized, subscription or corporate service level, top 10 whether a connection right exists, the maximum permitted duration, and the permitted duration to enable monitoring of network slice or quality of service classes It is configured. Server (4), received reference signal power, received reference signal quality, signal-to-noise interference ratio, 5G independent architecture coverage status, network load, Available network slice resources, transmitting capacity, receiving capacity, 15 network data such as delay, delay variability and packet loss It is structured to ensure that the invention is collected from the sources. The server (4) In a preferred configuration, low latency is used for critical video calls. low latency variability, low packet loss, and high link reliability. It is configured to enable prioritization. Server (4), 20 In a preferred arrangement of the invention, high transmission direction for live broadcasting. capacity, low packet loss and adequate radio quality prioritization It is structured to enable the invention to be made. The server (4) is a preferred choice for the invention. in its design, very low latency, high continuity and cell for remote control. 25 to ensure that transition commitment prioritizations are made It is configured. The server (4) is the ephemeral session token of the slice request object. Requested network slice type, quality of service objectives, validity period, activation. terms and conditions, release conditions, return profile, anonymous audit reference, network 8 to ensure it can include information such as usability information and priority level. The server (4) is configured to determine how to open the network resource, which the situation in which it will be opened, how long it will be held, and under what circumstances it will be withdrawn are all the same. It is configured to enable the definition of the technical object within the server (4), Network management 5 that the operator network can understand the overall technical requirements created. It is configured to enable the conversion of commands. The server (4), network checking the suitability of the source, evaluating the suitability of the policy, Enabling the matching process with the appropriate network slice or service profile. the transmission of the request to the network, and the acceptance or rejection result given by the network. 10 It is configured to enable the server (4) to receive the user session. implementation of appropriate service quality parameters, traffic prioritization the process of allocating network resources and creating relevant connection profiles. enabling, generating radio and core network performance information, and 15 to ensure that the usage status of the activated resource is reported. It is configured. Server (4), delay after network slice is enabled, delay variability, packet loss, transmitting direction data capacity, receiving direction data capacity, connection throughput, radio quality, whether the application (2) session is continuing, whether the user leaves the application (2) and the expected network slice used monitoring parameters such as whether it provides technical benefit 20 It is configured to provide the server (4), application (2) session to end. termination, user cancellation of the transaction, expiration of the maximum session duration, device unsuitability Disconnecting from 5G coverage, invalidation of the application (2) context, network changes in conditions, failure to achieve the expected service quality benefit, standards the connection profile is no longer sufficient and a higher priority network demand has emerged 25 The network slice is disabled if one of the following conditions occurs: It is configured to allow or enable the release or unloading of the server. (4), when validation fails, confidence score is insufficient, network resource 9 When not available, 5G standalone architecture coverage is lost, activation process when it fails and the technical justification from the senior source disappears to ensure the user is returned to their standard quality of service profile It is configured. Server (4), anonymous session reference, intent class, confidence score, Verification result, activation reason, activated service profile, release 5 reason, reason for return, timestamp, and measured service quality result to ensure that the information is kept on record in the database (3) It is structured. The server (4) is trusted by the artificial intelligence model. There is sufficient confidence when the score is equal to or higher than "0.80". User requests not marked as ambiguous are accepted at level 10. initiating the flow in line with the application (2) session when the flow starts It is sufficient for the process to be initiated and for the user to state that they will perform an action in the future. not being able to use a high-level network resource requires the user to be authorized to use it. the device is within the coverage area where independent 5G architecture is available at that moment The measured radio quality score must be at least 15, as determined by the system. the radio quality threshold should not be below the required network resource. It must be currently available and allocable, already for the same user. an active top-level network slice should not be present and an estimate for user needs. the duration exceeding the maximum duration allowed by the system or operator 20 It is structured to provide. The server (4) is a preferred choice for the invention. For example, in its configuration, the target delay for the connection profile is "20" milliseconds. The value is defined as "10", indicating the variation between delays in connection packets. The goal is to keep packet loss down to a millisecond, with packet loss at or below "0.1 percent". the goal is to maintain and ensure a connection reliability of "99.9%". It is requested that the company work with this goal in mind and that these values are reflected in the network policy, service type, To enable modification based on resource status or operator configuration. It is structured in such a way. The server (4) determines the confidence score as determined by the artificial intelligence model. a normalized numerical value expressing the reliability of intent classification the value being evaluated between "0" and "1", approaching the value of "1" the model has higher confidence in the classification and approaches a value of "0". It is structured to make him show lower confidence. Server (4), technical 5 obtained after high-level network slice is enabled. performance with standard connection conditions or target service quality values to be able to compare and whether the delay in the assessment in question has been reduced to the target level whether it drops, whether packet loss decreases, and whether latency variability is within the target limit. whether it remains inside or not, and whether the capacity for sending or receiving has improved. and checking parameters such as whether connection reliability has increased or not. 10 It is structured to ensure that this is done. Industrial Applicability Thanks to the system (1) which is the subject of the invention, the user can use natural language within the mobile application 15 Instead of directly translating the immediate connection need it expresses into a slice type, first, it must be transformed into a technical intent object that can be processed by a machine, this object, device, application, user authorization, independent fifth-generation mobile communication (5G SA) coverage status and network resource availability verified, verified The intent is to request a specific piece of data with a limited lifetime (slice request) to the object 20. conversion and verification of the relevant network resource only during session duration It is designed to be automatically released after being kept active throughout. Around these basic concepts, the subject of the invention is “Dynamic Grid Slicing System (1)” It is possible to develop a wide variety of applications related to this invention, and the invention described herein is one of the 25 It cannot be limited to examples; it is essentially as stated in the requests.
Claims
11 REQUESTS 1. Instant connection expressed by the user in natural language within the mobile application. Instead of directly converting the requirement into a slice type, first the machine converting it into a technical intent object that can be processed by, this object 5 device, application, user authorization, independent fifth-generation mobile communication (5G) SA) verification of coverage status and network resource availability, verified The intent is a request to obtain a specific piece of data with a limited lifetime (slice request). conversion to the object and use of the relevant network resource only by verified users. It will automatically be released after being kept active for the duration of the session. 10 that causes it to be released; -to work on an electronic device, following the user's written commands the acquisition of data, optionally via speech, and the transcription of the command into text. receive it in converted form, at the time the command was created determining the active application or screen context, the relevant 15 Determining whether the application session has started, connection the status is collected and a standard is sent to the user when a network slice cannot be created. to enable display of the connection or additional verification result containing at least one configured application (2) and -technical profile information, anonymized decision records, service quality 20 profiles, user authorization information, corporate service level keeping a record of parameters and active session statuses at least one database configured to provide (3), - If the user command is received via speech, the audio signal 25 interpreting the command given by the user in natural language from a technical perspective, the interpreted commands are structured in a way that can be processed by the machine. transforming data into an object, making a decision using artificial intelligence techniques. 12 the creation of, and the implementation of the decision under real network conditions checking whether it is technically feasible, user authorization and service level control, collection of 5G network data context validation and session tracking are required, and verified technical intent is obtained. converting measurable network performance targets into verified intent 5 and the slice request object of the service profile that can be processed by the network conversion, slice request object with existing 5G network management infrastructure establishing a connection between the 5G core network and the radio access network slice implementation of infrastructure and actual network resources, network slice After activation, the actual working status of the connection is continuous or 10 monitoring at regular intervals, determining if the allocated network resources are no longer needed Identifying the technical issue that is not present and automatically releasing the resource. abandonment, the inability to create a high-level network slice, or subsequently in cases where maintenance is not possible, the user's connection is completely terminated. 15 characterized by at least one server (4) configured to enable its reception. a system (1).
2. Using any communication protocol, connect the database (3) and the server (4) 20 structured for communication and data exchange A system like the one in Claim 1 characterized by application (2) (1).
3. To enable the transmission of user interaction data to the server (4) a structured application (2) characterized by a Claim 1 or 2 such as system (1). 25 4. Using any communication protocol, the application (2) and the server (4) data structured for communication and data exchange 13 as in any of the above claims characterized by base (3) a system (1).
5. In line with the data minimization approach, instead of raw instructions, instructions are used. Derived intent class, confidence score, estimated time, required service quality class, 5 activation reason, release reason, and anonymous session reference. to ensure that technical data in this form is kept on record from the above requests characterized by the structured database (3) a system like any other (1).
6. Connection permissions defined for the user or corporate account, permitted. top-level network slice types, maximum session durations, quality of service profile mappings, application or service classes, past anonymous activations, and release records, model confidence score calibration results, service Quality performance results, anonymous decision log, and system error and audit 15 to ensure that data in the form of records is kept on record from the above requests characterized by the structured database (3) a system like any other (1).
7. Distributed 20 depending on the application (2) in a preferred arrangement of the invention. secure local data storage, edge computing data storage, or electronic device. with the database configured to be used as storage space (3) a system like any of the above characterized demands (1).
8. Intent verification and network resource lifecycle control mechanism needs 25 data structured to ensure the storage of technical data it hears as in any of the above claims characterized by base (3) a system (1). 14 9. Anonymous session reference, intent class, confidence score, verification result, activation reason, activated service profile, release reason, return reason for return, timestamp and measured service quality result database structured to ensure that information is kept on record (3) A system like any of the above-mentioned systems characterized by 5 (1).
10. Using any communication protocol, application (2) and database (3) structured to communicate and exchange data 10 as in any of the above requests characterized by server (4). a system (1).
11. Text normalization of the command given by the user, spelling differences correction, definition of time expressions, removal of urgency expressions, Identifying critical task statements, connection expected by the user 15 determining the quality, estimating session duration, confidence score. to enable calculation and uncertainty determination processes any of the above requests characterized by the configured server (4) a system like one of them (1).
12. Technical intent object, intent class, confidence score, urgency level, estimate session duration, required service quality class, intent determination or triggering to ensure it can include the justification and ambiguity indicator fields. any of the above requests characterized by the configured server (4) a system like one of them (1). 25 13. Intent confidence score, intent uncertainty, active implementation, implementation (2) whether the session has actually started, the user's top-level network slice authorization to use the device, whether the device is covered by 5G standalone architecture, radio signal quality, availability of network resources, 30 active users for the same user whether another higher-level slice is available, estimated session duration allowed whether it is shorter than the maximum time given and the corporate service level authorization Using data in this form, the decision can be made under real network conditions. checking whether its implementation is technically feasible The above 5 is characterized by the server (4) configured to provide a system like any of the requests (1).
14. Whether the user is authorized to use the relevant service, whether it's a subscription or corporate account. service level, whether or not there is access to a top-level connection, permission the maximum time given and the allowed network slot or service quality classes are 10 characterized by the server (4) configured to enable control. a system like any of the above-mentioned requests (1).
15. Received reference signal strength, received reference signal quality, signal-to-noise ratio. Interference rate, 5G independent architecture coverage status, network load, available network 15 slice source, transmitting capacity, receiving capacity, delay, Network data in the form of latency variability and packet loss server (4) configured to enable collection from sources a system like any of the above characterized demands (1).
16. In a preferred arrangement of the invention, low-powered components are available for critical video calls. latency, low latency variability, low packet loss, and high connectivity. structured to enable reliability prioritization as in any of the above requests characterized by the server (4) a system (1). 25 17. In a preferred arrangement of the invention, high transmission for live broadcasting. directional capacity, low packet loss, and adequate radio quality. Server configured to enable prioritization (4) 16 a system like any of the above-mentioned claims characterized by (1).
18. In a preferred arrangement of the invention, very low power requirements for remote control. Latency, high continuity, and cell transition stability are the 5 priorities. characterized by the server (4) configured to enable this to be done a system like any of the above requests (1).
19. The request object's ephemeral session token is the type of network slice requested. service quality objectives, validity period, activation conditions, free 10 withdrawal conditions, return profile, anonymous audit reference, network It can include information such as usability information and priority level. The above is characterized by the server (4) configured to provide a system like any of the requests (1).
20. How to turn on the network resource, under what circumstances it should be turned on, and for how long. that it will be kept and under what circumstances it will be retrieved within the same technical object characterized by the server (4) configured to enable its identification a system like any of the above requests (1).
21. Network management that the operator network can understand, based on the overall technical requirements created. the server (4) configured to enable the conversion of commands a system like any of the above characterized demands (1).
22. Checking network resource suitability, policy compliance 25 evaluation, matching with the appropriate network slice or service profile the implementation, the transmission of the activation request to the network, the network the return of the acceptance or rejection result given by the party and the necessary to ensure that release commands are activated in certain situations 17 any of the above requests characterized by the configured server (4) a system like one of them (1).
23. Implementing appropriate quality of service parameters for user sessions, traffic prioritization, allocation of network resources, relevant 5 Enabling connection profiles, radio and core network performance. the generation of information and the usage status of the activated resource characterized by the server (4) configured to enable notification a system like any of the above requests (1).
24. After network slicing is enabled, latency, latency variability, packet loss, Transmit direction data capacity, receive direction data capacity, link throughput, radio quality, whether the application (2) session is continuing, the user whether the application (2) is left and the expected technical of the network slice used 15 The above is characterized by the server (4) configured to provide a system like any of the requests (1).
25. Termination of the application (2) session, cancellation of the user's transaction, maximum Session expires, device leaves eligible 5G coverage, application 20 (2) invalidation of the context, change of network conditions, expected The service quality benefit is not realized, the standard connection profile is no longer sufficient. and the emergence of higher priority network demand If one of the following conditions occurs, the network slice may be disabled or 25 characterized by the server (4) configured to enable its release a system like any of the above-mentioned requests (1).
26. When validation fails, when the confidence score is insufficient, the network resource When not available, 5G standalone architecture coverage is lost, activation when the process fails and the technical justification from the senior source disappears 30 18 when disconnected, the user is returned to the standard quality of service profile. The above is characterized by the server (4) configured to provide a system like any of the requests (1).
27. Anonymous session reference, intent class, confidence score, verification result, 5 activation reason, activated service profile, release reason, return reason for return, timestamp and measured service quality result to ensure that the information is kept on record in the database (3) any of the above requests characterized by the configured server (4) a system like one of them (1). 10 28. The confidence score calculated by the artificial intelligence model is "0.80". The confidence level is considered sufficient if it is equal to or higher than the given level. the flow is determined in accordance with user requests that are not marked as uncertain. initiation, the flow is started when the application (2) session starts and 15 It is not enough for the user to simply say that they will take action in the future, The user must be authorized to use the top-level network resource. the device is within the coverage area where independent 5G architecture is available at that moment it should be found that the measured radio quality score is determined by the system. The requested network should not be below the minimum radio quality threshold. the resource must be available and allocable at the relevant time, there should not already be an active top-level network slice for the same user, and The estimated time for user needs is allowed by the system or operator. The logical justification is that it should not exceed the maximum given time. 25 with server (4) configured to enable the execution of the operations a system like any of the above characterized demands (1).
29. As an example of a preferred arrangement of the invention, for the connection profile. Defining a target delay value of "20" milliseconds for connection packets 19 the change between delays should not exceed “10” milliseconds the goal is to keep packet loss at or below “0.1” percent. aiming for a connection reliability level of "99.9". the request for the study and the values in question are related to network policy, service type, 5. It can be changed depending on the source status or operator configuration. The above is characterized by the server (4) configured to provide a system like any of the requests (1).
30. The trust score is the intention classification performed by the artificial intelligence model. It should be a normalized numerical value expressing its reliability, with the value being “0”. and its evaluation between "1", the model approaches the value of "1". He expressed higher confidence in the classification and that it approached the value of "0". structured to make him show lower confidence as in any of the above requests characterized by the server (4) a system (1). 15 31. Technical performance achieved after enabling the top-level network slice. standard connection conditions or target service quality values to be able to compare and the delay in the evaluation in question is the goal whether it dropped to that level, whether packet loss decreased, delay 20 whether the variability remains within the target limit, sending or receiving direction whether capacity has improved and connection reliability has increased to ensure that parameters such as whether it is rising are checked any of the above requests characterized by the configured server (4) a system like one of them (1). 25