3GPP TS 28.105 Ai Ml Nrm API

openapi: 3.0.1
info:
  title: AI/ML NRM
  version: 19.5.0
  description: OAS 3.0.1 specification of the AI/ML NRM © 2026, 3GPP Organizational Partners (ARIB, ATIS,
    CCSA, ETSI, TSDSI, TTA, TTC). All rights reserved.
externalDocs:
  description: 3GPP TS 28.105; AI/ML Management
  url: http://www.3gpp.org/ftp/Specs/archive/28_series/28.105/
paths: {}
components:
  schemas:
    MLContext:
      type: object
      properties:
        inferenceEntityRef:
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
        dataProviderRef:
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    RequestStatus:
      type: string
      readOnly: true
      enum:
      - NOT_STARTED
      - IN_PROGRESS
      - SUSPENDED
      - FINISHED
      - CANCELLED
      - CANCELLING
    ModelPerformance:
      type: object
      properties:
        inferenceOutputName:
          type: string
        performanceMetric:
          type: string
        performanceScore:
          $ref: TS28623_ComDefs.yaml#/components/schemas/Float
        decisionConfidenceScore:
          $ref: TS28623_ComDefs.yaml#/components/schemas/Float
    ProcessMonitor:
      description: This data type is the "ProcessMonitor" data type defined in “genericNrm.yaml”  with
        specialisations for usage in TS 28.105.
      type: object
      properties:
        status:
          type: string
        progressPercentage:
          type: integer
          minimum: 0
          maximum: 100
        progressStateInfo:
          type: string
        resultStateInfo:
          type: string
    AIMLManagementPolicy:
      description: This data type represents the properties of a policy for AI/ML management.
      type: object
      properties:
        thresholdList:
          type: array
          uniqueItems: true
          items:
            $ref: TS28623_ThresholdMonitorNrm.yaml#/components/schemas/ThresholdInfo
        managedActivationScope:
          $ref: '#/components/schemas/ManagedActivationScope'
    SupportedPerfIndicator:
      type: object
      properties:
        performanceIndicatorName:
          type: string
          readOnly: true
        isSupportedForTraining:
          type: boolean
          readOnly: true
          default: false
        isSupportedForTesting:
          type: boolean
          readOnly: true
          default: false
    ManagedActivationScope:
      oneOf:
      - type: object
        properties:
          dNList:
            type: array
            uniqueItems: true
            items:
              $ref: TS28623_ComDefs.yaml#/components/schemas/Dn
      - type: object
        properties:
          timeWindow:
            type: array
            uniqueItems: true
            items:
              $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
      - type: object
        properties:
          geoPolygon:
            type: array
            uniqueItems: true
            items:
              $ref: TS28623_ComDefs.yaml#/components/schemas/GeoArea
    MLCapabilityInfo:
      type: object
      properties:
        aIMLInferenceName:
          $ref: '#/components/schemas/AIMLInferenceName'
        capabilityName:
          type: string
          readOnly: true
        mLCapabilityParameters:
          description: A map (list of key-value pairs) for an aIMLInferenceName and capabilityName
          $ref: TS28623_ComDefs.yaml#/components/schemas/AttributeNameValuePairSet
    AvailMLCapabilityReport:
      type: object
      properties:
        availMLCapabilityReportID:
          type: string
          readOnly: true
        mLCapabilityVersionId:
          type: array
          uniqueItems: true
          items:
            type: string
            readOnly: true
        expectedPerformanceGains:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/ModelPerformance'
        mLModelRef:
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    InferenceOutput:
      type: object
      properties:
        inferenceOutputId:
          type: array
          uniqueItems: true
          items:
            type: string
            readOnly: true
        aIMLInferenceName:
          $ref: '#/components/schemas/AIMLInferenceName'
          readOnly: true
        inferenceOutputTime:
          type: array
          uniqueItems: true
          items:
            $ref: TS28623_ComDefs.yaml#/components/schemas/DateTimeRo
        inferencePerformance:
          $ref: '#/components/schemas/ModelPerformance'
        inferenceExplanationInfo:
          type: array
          uniqueItems: true
          items:
            type: string
        outputResult:
          description: A map (list of key-value pairs) for Inference result name and it's value
          $ref: TS28623_ComDefs.yaml#/components/schemas/AttributeNameValuePairSet
    AIMLInferenceName:
      oneOf:
      - $ref: TS28104_MdaNrm.yaml#/components/schemas/MDAType
      - $ref: '#/components/schemas/NwdafAnalyticsType'
      - $ref: '#/components/schemas/NgRanInferenceType'
      - $ref: '#/components/schemas/VSExtensionType'
    NwdafAnalyticsType:
      $ref: TS29520_Nnwdaf_EventsSubscription.yaml#/components/schemas/NwdafEvent
    NgRanInferenceType:
      type: string
      enum:
      - NG_RAN_NETWORK_ENERGY_SAVING
      - NG_RAN_LOAD_BALANCING
      - NG_RAN_MOBILITY_OPTIMIZATION
    VSExtensionType:
      type: string
    DataStatisticalProperties:
      type: object
      properties:
        uniformlyDistributedTrainingData:
          type: boolean
          default: false
        trainingDataWithOrWithoutOutliers:
          type: boolean
          default: false
    DistributedTrainingExpectation:
      type: object
      properties:
        expectedTrainingTime:
          type: integer
        dataSplitIndication:
          type: boolean
          default: false
        suggestedTrainingNodeList:
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnList
    PotentialImpactInfo:
      type: object
      properties:
        impactedScope:
          $ref: '#/components/schemas/ManagedActivationScope'
        impactedPM:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/ImpactedPM'
    ImpactedPM:
      type: object
      properties:
        pMIdentifier:
          type: string
          readOnly: true
    MLKnowledge:
      type: object
      properties:
        mLKnowledgeName:
          type: string
          readOnly: true
        knowledgeType:
          type: string
          enum:
          - TABLE
          - STATISTIC
          - REGRESSION
          readOnly: true
        predictorResponseArray:
          type: array
          description: Array of pair <String, String>
          uniqueItems: true
          items:
            type: array
            description: Array of pair <String, String>
            minItems: 2
            maxItems: 2
            items:
              type: string
    EnvironmentScope:
      oneOf:
      - type: object
        properties:
          managedEntitiesScope:
            $ref: TS28623_ComDefs.yaml#/components/schemas/DnList
      - type: object
        properties:
          areaScope:
            $ref: TS28623_ComDefs.yaml#/components/schemas/GeoArea
      - type: object
        properties:
          timeWindow:
            $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
    SupportedLearningTechnology:
      type: object
      properties:
        learningTechnologyName:
          type: array
          uniqueItems: true
          items:
            type: string
            enum:
            - RL
            - FL
            - DL
            readOnly: true
        supportedRLEnvironment:
          description: Included when RL is supported.
          type: array
          uniqueItems: true
          items:
            type: string
            enum:
            - SIMULATION_ENVIRONMENTS
            - REAL_NETWORK_ENVIRONMENTS
            readOnly: true
        supportedFLRole:
          description: Included when FL is supported.
          type: array
          uniqueItems: true
          items:
            type: string
            enum:
            - FL_SERVER
            - FL_CLIENT
          minItems: 1
          maxItems: 2
          readOnly: true
        supportedInferenceNameList:
          description: Types of inference the training technologies can be applied to.
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/AIMLInferenceName'
          minItems: 1
          readOnly: true
    RLRequirement:
      type: object
      properties:
        rLEnvironmentType:
          type: array
          uniqueItems: true
          items:
            type: string
            enum:
            - SIMULATION_ENVIRONMENTS
            - REAL_NETWORK_ENVIRONMENTS
        rLEnvironmentScope:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/EnvironmentScope'
          minItems: 1
        rLImpactedScope:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/EnvironmentScope'
          minItems: 1
        rLPerformanceRequirements:
          type: array
          uniqueItems: true
          items:
            $ref: TS28623_ThresholdMonitorNrm.yaml#/components/schemas/ThresholdInfo
    ClusteringCriteria:
      type: object
      properties:
        performanceMetric:
          type: string
        taskType:
          type: string
        allowedClusterTrainingTime:
          $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
          minItems: 1
          maxItems: 1
        preferredModelDiversity:
          type: string
    FLParticipationInfo:
      type: object
      additionalProperties: false
      properties:
        fLRole:
          type: string
          enum:
          - FL_SERVER
          - FL_CLIENT
          readOnly: true
        isAvailableForFLTraining:
          type: boolean
          default: false
          readOnly: true
        candidateFLClientRefList:
          description: 'List of MLTrainingFunction DNs capable of acting as FL clients. Applicable when
            fLRole = FL_SERVER.

            '
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    FLRequirement:
      type: object
      additionalProperties: false
      properties:
        fLClientSelectionCriteria:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/FLClientSelectionCriteria'
          minItems: 1
    FLClientSelectionCriteria:
      type: object
      additionalProperties: false
      properties:
        minimumAvailableDataSamples:
          type: integer
        minimumAvailableTimeDuration:
          type: integer
          description: Minutes
        minimumInterimModelPerformance:
          type: array
          uniqueItems: true
          items:
            $ref: '#/components/schemas/ModelPerformance'
        servingGeoArea:
          type: array
          uniqueItems: true
          items:
            $ref: TS28623_ComDefs.yaml#/components/schemas/GeoArea
        clientRedundancy:
          type: boolean
        trainingDataWithOrWithoutOutliers:
          type: boolean
          default: false
        uniformlyDistributedTrainingData:
          type: boolean
          default: false
      required:
      - minimumAvailableDataSamples
      - minimumAvailableTimeDuration
    FLReportPerClient:
      type: object
      additionalProperties: false
      properties:
        clientRef:
          $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
        numberOfDataSamplesUsed:
          type: integer
        trainingTimeDuration:
          $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
        modelPerformanceOnClient:
          type: array
          items:
            $ref: '#/components/schemas/ModelPerformance'
    SubNetwork-ncO-AiMlNrm:
      type: object
      properties:
        MLTrainingFunction:
          $ref: '#/components/schemas/MLTrainingFunction-Multiple'
        MLTestingFunction:
          $ref: '#/components/schemas/MLTestingFunction-Multiple'
        MLModelRepository:
          $ref: '#/components/schemas/MLModelRepository-Multiple'
        MLUpdateFunction:
          $ref: '#/components/schemas/MLUpdateFunction-Multiple'
        AIMLInferenceFunction:
          $ref: '#/components/schemas/AIMLInferenceFunction-Multiple'
        AIMLInferenceEmulationFunction:
          $ref: '#/components/schemas/AIMLInferenceEmulationFunction-Multiple'
    ManagedElement-ncO-AiMlNrm:
      type: object
      properties:
        MLTrainingFunction:
          $ref: '#/components/schemas/MLTrainingFunction-Multiple'
        MLTestingFunction:
          $ref: '#/components/schemas/MLTestingFunction-Multiple'
        MLModelRepository:
          $ref: '#/components/schemas/MLModelRepository-Multiple'
        MLUpdateFunction:
          $ref: '#/components/schemas/MLUpdateFunction-Multiple'
        AIMLInferenceFunction:
          $ref: '#/components/schemas/AIMLInferenceFunction-Multiple'
        AIMLInferenceEmulationFunction:
          $ref: '#/components/schemas/AIMLInferenceEmulationFunction-Multiple'
    MLTrainingFunction-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr
            - type: object
              properties:
                supportedLearningTechnology:
                  $ref: '#/components/schemas/SupportedLearningTechnology'
                fLParticipationInfo:
                  $ref: '#/components/schemas/FLParticipationInfo'
                mLKnowledge:
                  $ref: '#/components/schemas/MLKnowledge'
                mLTrainingType:
                  type: string
                  enum:
                  - INITIAL_TRAINING
                  - PRE_SPECIALISED_TRAINING
                  - RE_TRAINING
                  - FINE_TUNING
                  readOnly: true
                mLModelRepositoryRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO
      - type: object
        properties:
          MLTrainingRequest:
            $ref: '#/components/schemas/MLTrainingRequest-Multiple'
          MLTrainingProcess:
            $ref: '#/components/schemas/MLTrainingProcess-Multiple'
          MLTrainingReport:
            $ref: '#/components/schemas/MLTrainingReport-Multiple'
          ThresholdMonitors:
            $ref: TS28623_ThresholdMonitorNrm.yaml#/components/schemas/ThresholdMonitor-Multiple
          MLTestingRequest:
            $ref: '#/components/schemas/MLTestingRequest-Multiple'
          MLTestingReport:
            $ref: '#/components/schemas/MLTestingReport-Multiple'
    MLTrainingRequest-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                aIMLInferenceName:
                  $ref: '#/components/schemas/AIMLInferenceName'
                fLRequirement:
                  $ref: '#/components/schemas/FLRequirement'
                candidateTrainingDataSource:
                  type: array
                  uniqueItems: true
                  items:
                    type: string
                trainingDataQualityScore:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/Float
                trainingRequestSource:
                  oneOf:
                  - type: string
                  - $ref: TS28623_ComDefs.yaml#/components/schemas/Dn
                requestStatus:
                  $ref: '#/components/schemas/RequestStatus'
                performanceRequirements:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/ModelPerformance'
                rLRequirement:
                  $ref: '#/components/schemas/RLRequirement'
                cancelRequest:
                  type: boolean
                suspendRequest:
                  type: boolean
                trainingDataStatisticalProperties:
                  $ref: '#/components/schemas/DataStatisticalProperties'
                distributedTrainingExpectation:
                  $ref: '#/components/schemas/DistributedTrainingExpectation'
                mLKnowledgeName:
                  type: string
                mLTrainingType:
                  type: string
                  enum:
                  - INITIAL_TRAINING
                  - PRE_SPECIALISED_TRAINING
                  - RE_TRAINING
                  - FINE_TUNING
                expectedInferenceScope:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/AIMLInferenceName'
                clusteringInfo:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/ClusteringCriteria'
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/Dn
                mLModelCoordinationGroupRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/Dn
    MLTrainingProcess-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                priority:
                  type: integer
                  default: 0
                terminationConditions:
                  type: string
                progressStatus:
                  $ref: '#/components/schemas/ProcessMonitor'
                cancelProcess:
                  type: boolean
                  default: false
                suspendProcess:
                  type: boolean
                  default: false
                trainingRequestRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                participatingFLClientRefList:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                trainingReportRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                mLModelCoordinationGroupRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    MLTrainingReport-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                usedConsumerTrainingData:
                  type: array
                  uniqueItems: true
                  items:
                    type: string
                    readOnly: true
                modelConfidenceIndication:
                  type: integer
                  readOnly: true
                modelPerformanceTraining:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/ModelPerformance'
                modelPerformanceValidation:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/ModelPerformance'
                dataRatioTrainingAndValidation:
                  type: integer
                areNewTrainingDataUsed:
                  type: boolean
                  readOnly: true
                fLReportPerClient:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/FLReportPerClient'
                trainingProcessRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                lastTrainingRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                mLModelGeneratedRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                mLModelCoordinationGroupGeneratedRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    MLTestingFunction-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr
            - type: object
              properties:
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO
      - type: object
        properties:
          MLTestingRequest:
            $ref: '#/components/schemas/MLTestingRequest-Multiple'
          MLTestingReport:
            $ref: '#/components/schemas/MLTestingReport-Multiple'
    MLTestingRequest-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                requestStatus:
                  $ref: '#/components/schemas/RequestStatus'
                cancelRequest:
                  type: boolean
                  default: false
                suspendRequest:
                  type: boolean
                  default: false
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                mLModelCoordinationGroupRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    MLTestingReport-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                modelPerformanceTesting:
                  type: array
                  uniqueItems: true
                  items:
                    $ref: '#/components/schemas/ModelPerformance'
                mLTestingResult:
                  type: string
                  readOnly: true
                testingRequestRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    MLModelLoadingRequest-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                requestStatus:
                  $ref: '#/components/schemas/RequestStatus'
                cancelRequest:
                  type: boolean
                  default: false
                suspendRequest:
                  type: boolean
                  default: false
                mLModelToLoadRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    MLModelLoadingPolicy-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                aIMLInferenceName:
                  $ref: '#/components/schemas/AIMLInferenceName'
                policyForLoading:
                  $ref: '#/components/schemas/AIMLManagementPolicy'
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    MLModelLoadingProcess-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                progressStatus:
                  $ref: '#/components/schemas/ProcessMonitor'
                cancelProcess:
                  type: boolean
                  default: false
                suspendProcess:
                  type: boolean
                  default: false
                mLModelLoadingRequestRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                mLModelLoadingPolicyRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                loadedMLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                  uniqueItems: true
    MLModel-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            type: object
            properties:
              mLModelId:
                type: string
                readOnly: true
              aIMLInferenceName:
                $ref: '#/components/schemas/AIMLInferenceName'
              mLModelVersion:
                type: string
                readOnly: true
              expectedRunTimeContext:
                $ref: '#/components/schemas/MLContext'
              trainingContext:
                $ref: '#/components/schemas/MLContext'
              runTimeContext:
                $ref: '#/components/schemas/MLContext'
              supportedPerformanceIndicators:
                type: array
                uniqueItems: true
                items:
                  $ref: '#/components/schemas/SupportedPerfIndicator'
                minItems: 1
              mLCapabilitiesInfoList:
                type: array
                uniqueItems: true
                items:
                  $ref: '#/components/schemas/MLCapabilityInfo'
                minItems: 1
              mLTrainingType:
                type: string
                enum:
                - INITIAL_TRAINING
                - PRE_SPECIALISED_TRAINING
                - RE_TRAINING
                - FINE_TUNING
                readOnly: true
              inferenceScope:
                type: array
                items:
                  $ref: '#/components/schemas/AIMLInferenceName'
              retrainingEventsMonitorRef:
                $ref: TS28623_ComDefs.yaml#/components/schemas/Dn
              sourceTrainedMLModelRef:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
              aIMLInferenceReportRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
              usedByFunctionRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    MLModelRepository-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          MLModel:
            $ref: '#/components/schemas/MLModel-Multiple'
          MLModelCoordinationGroup:
            $ref: '#/components/schemas/MLModelCoordinationGroup-Multiple'
    MLModelCoordinationGroup-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            type: object
            properties:
              memberMLModelRefList:
                type: array
                uniqueItems: true
                items:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
                minItems: 2
    MLUpdateFunction-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr
            - type: object
              properties:
                availMLCapabilityReport:
                  $ref: '#/components/schemas/AvailMLCapabilityReport'
                mLModelRef:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO
      - type: object
        properties:
          MLUpdateRequest:
            $ref: '#/components/schemas/MLUpdateRequest-Multiple'
          MLUpdateProcess:
            $ref: '#/components/schemas/MLUpdateProcess-Multiple'
          MLUpdateReport:
            $ref: '#/components/schemas/MLUpdateReport-Multiple'
    MLUpdateRequest-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            type: object
            properties:
              performanceGainThreshold:
                type: array
                uniqueItems: true
                items:
                  $ref: '#/components/schemas/ModelPerformance'
              newCapabilityVersionId:
                type: array
                uniqueItems: true
                items:
                  type: string
              updateTimeDeadline:
                $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
              requestStatus:
                $ref: '#/components/schemas/RequestStatus'
              mLUpdateReportingPeriod:
                $ref: TS28623_ComDefs.yaml#/components/schemas/TimeWindow
              cancelRequest:
                type: boolean
                default: false
              suspendRequest:
                type: boolean
                default: false
              mLUpdateProcessRef:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
              mLModelRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
    MLUpdateProcess-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            type: object
            properties:
              progressStatus:
                $ref: '#/components/schemas/ProcessMonitor'
              cancelProcess:
                type: boolean
                default: false
              suspendProcess:
                type: boolean
                default: false
              mLModelRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
              mLUpdateRequestRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
              mLUpdateReportRef:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    MLUpdateReport-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            type: object
            properties:
              updatedMLCapability:
                $ref: '#/components/schemas/AvailMLCapabilityReport'
              mLModelRefList:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
              mLUpdateProcessRef:
                $ref: TS28623_ComDefs.yaml#/components/schemas/DnRo
    AIMLInferenceFunction-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr
            - type: object
              properties:
                activationStatus:
                  type: string
                  enum:
                  - ACTIVATED
                  - DEACTIVATED
                managedActivationScope:
                  $ref: '#/components/schemas/ManagedActivationScope'
                usedByFunctionRefList:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
                mLModelRefList:
                  $ref: TS28623_ComDefs.yaml#/components/schemas/DnListRo
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO
      - type: object
        properties:
          AIMLInferenceReport:
            $ref: '#/components/schemas/AIMLInferenceReport-Multiple'
          MLModelLoadingRequest:
            $ref: '#/components/schemas/MLModelLoadingRequest-Multiple'
          MLModelLoadingProcess:
            $ref: '#/components/schemas/MLModelLoadingProcess-Multiple'
          MLModelLoadingPolicy:
            $ref: '#/components/schemas/MLModelLoadingPolicy-Multiple'
    AIMLInferenceReport-Single:
      allOf:
      - $ref: TS28623_GenericNrm.yaml#/components/schemas/Top
      - type: object
        properties:
          attributes:
            allOf:
            - type: object
              properties:
                inferenceOutputs:
                  type: ar

# --- truncated at 32 KB (36 KB total) ---
# Full source: https://raw.githubusercontent.com/api-evangelist/3gpp/refs/heads/main/openapi/3gpp-ts28105-aimlnrm.yml