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8.25 Support of AIML Services for Assisting Hierarchical Computing
This clause describes procedure for supporting AIML services for assisting hierarchical computing.
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8.25.1 General
This clause describes the procedure for assisting hierarchical computing by the AIMLE server. A entity (e.g. CAS or EAS which are defined in 3GPP TS 23.558 [12]) can have different roles in hiearchitical computing (with one root node (e.g., CAS, EAS), the root has one or more children which are also known as sub-root n...
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8.25.2 Procedure for assisting hierarchical computing process
Figure 8.25.2-1 illustrates the procedures for AIMLE server to assist a hierarchical computing process. Pre-conditions: 1. An AI/ML task be treated as a specical computing task being completed at consumer (e.g., CAS, EAS). 2.- The consumer decides its role in the hierarchical computing architecture for an AI/ML task...
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8.25.3 Information flows
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8.25.3.1 Hiearchitical computing assistance request
Table 8.25.3.1-1 shows the request sent by VAL server (e.g. CAS, EAS) to the AIMLE server for assistance of a hiearchitical computing process (AI/ML task). Table 8.25.3.1-1: Hiearchitical computing assistance request Information element Status Description Requestor identifier M The identifier of the requestor. ...
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8.25.3.2 Assist hierarchical computing response
Table 8.25.3.2-1 shows the response sent by AIMLE server to the VAL server (e.g. CAS, EAS) for assisting the hierarchical computing process. Table 8.25.3.2-1: Hierarchical computing assistance response Information element Status Description Success response O (NOTE 1) Indicates that the assist hierarchical comp...
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9 AIMLE APIs
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9.1 General
The following AIMLE capabilities are offered as APIs: - AIMLE server APIs; - ML repository APIs; - AIMLE client APIs;
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9.2 AIMLE server APIs
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9.2.1 AIMLE AI/ML Task Transfer API
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9.2.1.1 General
Table 9.2.1.1-1 illustrates the APIs for AI/ML task transfer. This API enables the communication between VAL UE (via AIMLE Client) and the AIMLE server for AI/ML Task Transfer. Table 9.2.1.1-1: Aimles_AIMLTaskTransferAssist API API Name API Operations Operation Semantics Consumer(s) Aimles_AIMLTaskTransferAssist...
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9.2.1.2 Aimles_AIMLTaskTransferAssist_Request operation
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9.2.1.2.1 General
API description: This API enables source AI/ML member (AIMLE Client) to communicate with the AIMLE server for request assist AIML task transfer from the source AI/ML member (AIMLE Client) to target AI/ML member (AIMLE Client).
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9.2.1.2.2 AIML task transfer assist request operation
API operation name: Aimles_AIMLTaskTransferAssist_Request Description: The consumer requests for assist AI/ML task transfer. Inputs: See clause 8.6.3.2. Outputs: See clause 8.6.3.3. See clause 8.6.2.1 for details of usage of this operation.
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9.2.1.3 Aimles_AIMLESControlledAIMLTaskTransfer_Request operation
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9.2.1.3.1 General
API description: This API enables the source AI/ML member (AIMLE Client) to communicate with the AIMLE server for request AIMLE server-controlled AIML task transfer from the source AI/ML member (AIMLE Client) to the target AI/ML member (AIMLE Client).
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9.2.1.3.2 AIMLE server-controlled AIML task transfer request operation
API operation name: Aimles_AIMLESControlledAIMLTaskTransfer_Request Description: The consumer requests for AIMLE server-controlled AI/ML task transfer. Inputs: See clause 8.6.3.8. Outputs: See clause 8.6.3.9.
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9.2.2 ML model retrieval API
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9.2.2.1 General
Table 9.2.2.1-1 illustrates the API for ML model retrieval. Table 9.2.2.1-1: Aimles_MLModelRetrieval API API Name API Operations Operation Semantics Consumer(s) Aimles_MLModelRetrieval Request Request/Response AIMLE Client, VAL Server Subscribe Subscribe/Notify AIMLE Client, VAL Server Notify ...
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9.2.2.2 Aimles_MLModelRetrieval_Request operation
API operation name: Aimles_MLModelRetrieval_Request Description: The consumer requests for one time ML Model retrieval. Inputs: See clause 8.2.3.1. Outputs: See clause 8.2.3.2. See clause 8.2.2.2 for details of usage of this operation.
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9.2.2.3 Aimles_MLModelRetrieval_Subscribe operation
API operation name: Aimles_MLModelRetrieval_Subscribe Description: The consumer subscribe for ML Model retrieval. Inputs: See clause 8.2.3.3. Outputs: See clause 8.2.3.4. See clause 8.2.2.3.2 for details of usage of this operation.
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9.2.2.4 Aimles_MLModelRetrieval_Notify operation
API operation name: Aimles_MLModelRetrieval_Notify Description: The consumer is notified with ML Model. Inputs: See clause 8.2.3.5. Outputs: None. See clause 8.2.2.3.3 for details of usage of this operation.
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9.2.2.5 Aimles_MLModelRetrieval_UpdateSubscription operation
API operation name: Aimles_MLModelRetrieval_UpdateSubscription Description: The consumer updates an existing subscription for ML Model retrieval. Inputs: See clause 8.2.3.6. Outputs: See clause 8.2.3.7. See clause 8.2.2.3.4 for details of usage of this operation.
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9.2.2.6 Aimles_MLModelRetrieval_Unsubscribe operation
API operation name: Aimles_MLModelRetrieval_Unsubscribe Description: The consumer cancels an existing subscription for ML Model retrieval. Inputs: See clause 8.2.3.8. Outputs: See clause 8.2.3.9. See clause 8.2.2.3.5 for details of usage of this operation.
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9.2.3 ML model training API
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9.2.3.1 General
Table 9.2.3.1-1 illustrates the API for ML model training. This API enables the VAL server to communicate with the AIMLE server for ML model training. Table 9.2.3.1-1: Aimles_MLModelTraining API API Name API Operations Operation Semantics Consumer(s) Aimles_MLModelTraining Request Request/Response VAL Server...
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9.2.3.2 Aimles_MLModelTraining_Request operation
API operation name: Aimles_MLModelTraining_Request Description: The consumer requests for ML Model training. Inputs: See clause 8.3.3.1. Outputs: See clause 8.3.3.2. See clause 8.3.2 for details of usage of this operation.
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9.2.4 AIMLE TL model selection assistance API
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9.2.4.1 General
Table 9.2.4.1-1 illustrates the API for TL model selection assistance. This API enables the VAL server to communicate with the AIMLE server for requesting assistance on TL model selection. Table 9.2.4.1-1: Aimles_TLModelSelectionAssistance API API Name API Operations Operation Semantics Consumer(s) Aimles_TLMode...
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9.2.4.2 Aimles_TLModelSelectionAssistance_Request operation
API operation name: Aimles_TLModelSelectionAssistance_Request Description: The consumer requests AIMLE server to assist in the TL model selection. Inputs: See clause 8.16.4.1. Outputs: See clause 8.16.4.2. See clause 8.16.2 for details of usage of this operation.
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9.2.5 FL member grouping support API
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9.2.5.1 General
Table 9.2.5.1-1 illustrates the API for FL member grouping support. This API enables the VAL server to communicate with the AIMLE server for requesting support on FL member group management. Table 9.2.5.1-1: Aimles_FLMemberGroupSupport API API Name API Operations Operation Semantics Consumer(s) Aimles_FLMemberGr...
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9.2.5.2 Aimles_FLMemberGroupSupport_Request operation
API operation name: Aimles_FLMemberGroupSupport_Request Description: The consumer requests AIMLE server to assist in the FL member grouping. Inputs: See clause 8.17.3.1. Outputs: See clause 8.17.3.2. See clause 8.17.2 for details of usage of this operation.
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9.2.6 AIMLE client Discovery API
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9.2.6.1 General
Table 9.2.6.1-1 illustrates the APIs for AIMLE client discovery. This API enables the communication between the VAL server and the AIMLE server for AIMLE client discovery operation. Table 9.2.6.1-1: Aimles_AIMLEClientDiscovery API API Name API Operations Operation Semantics Consumer(s) Aimles_AIMLEClientDiscover...
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9.2.6.2 AIMLE client discovery request operation
API operation name: Aimles_AIMLEClientDiscovery_Request Description: The consumer requests AIMLE server for AIMLE client discovery. Inputs: See clause 8.8.3.1. Outputs: See clause 8.8.3.2. See clause 8.8.2.1 for details of usage of this operation.
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9.2.7 AIMLE client Selection API
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9.2.7.1 General
Table 9.2.7.1-1 illustrates the APIs for AIMLE client selection. This API enables the communication between the VAL server and the AIMLE server for AIMLE client selection operation. Table 9.2.7.1-1: Aimles_AIMLEClientSelection API API Name API Operations Operation Semantics Consumer(s) Aimles_AIMLEClientSelectio...
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9.2.7.2 AIMLE client selection request operation
API operation name: Aimles_AIMLEClientSelection_Request Description: The consumer requests AIMLE server for AIMLE client selection. Inputs: See clause 8.9.3.1. Outputs: See clause 8.9.3.2. See clause 8.9.2.1 for details of usage of this operation.
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9.2.8 AIMLE client Selection Subscribe API
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9.2.8.1 General
Table 9.8.1-1 illustrates the API for AIMLE client selection subscription for enabling a VAL server to monitor and select AIMLE clients for participation in AI/ML operations. Table 9.8.1-1: Aimles_ClientSelection API API Name API Operations Operation Semantics Consumer(s) Aimles_ClientSelection Subscribe Subsc...
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9.2.8.2 Aimles_ClientSelection_subscribe operation
API operation name: Aimles_ClientSelection_subscribe Description: The consumer subscribes for monitoring and selection of AIMLE clients for AI/ML operations. Inputs: See clause 8.13.3.2. Outputs: See clause 8.13.3.3. See clause 8.13.2.2 for details of usage of this operation.
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9.2.8.3 Aimles_ClientSelection_notify operation
API operation name: Aimles_ClientSelection_notify Description: The consumer is notified of selected AIMLE client status update events. Inputs: See clause 8.13.3.4. Outputs: None. See clause 8.13.2.3 for details of usage of this operation.
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9.2.8.4 Aimles_ClientSelection_update operation
API operation name: Aimles_ClientSelection_update Description: The consumer updates selection of AIMLE clients for AI/ML operations. Inputs: See clause 8.13.3.5. Outputs: See clause 8.13.3.6. See clause 8.13.2.2 for details of usage of this operation.
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9.2.8.5 Aimles_ClientSelection_unsubscribe operation
API operation name: Aimles_ClientSelection_ unsubscribe Description: The consumer unsubscribes of selected AIMLE clients for AI/ML operations. Inputs: See clause 8.13.3.7. Outputs: See clause 8.13.3.8. See clause 8.13.2.3 for details of usage of this operation.
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9.2.9 AIMLE Data Management API
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9.2.9.1 General
Table 9.2.9.1-1 illustrates the API for AIMLE data management for enabling a VAL server to request assistance with data management operations. Table 9.2.9.1-1: Aimles_DataManagement API API Name API Operations Operation Semantics Consumer(s) Aimles_DataManagement Subscribe Subscribe/Notify VAL server Noti...
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9.2.9.2 Aimles_DataManagement_Subscribe operation
API operation name: Aimles_DataManagementAssistance_Subscribe Description: The consumer subscribes for assistance with data management operations. Inputs: See clause 8.15.3.1. Outputs: See clause 8.15.3.2. See clause 8.15.2 for details of usage of this operation.
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9.2.9.3 Aimles_DataManagement_Notify operation
API operation name: Aimles_DataManagementAssistance_Notify Description: The consumer received notifications for data management operations. Inputs: See clause 8.15.3.3. Outputs: None. See clause 8.15.2 for details of usage of this operation.
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9.2.10 AIMLE Service Operations Management API
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9.2.10.1 General
Table 9.2.10.1-1 illustrates the API for AIMLE Service Operations Management. Table 9.2.10.1-1: Aimles_AIMLEServiceOperationsManagement APIs API Name API Operations Operation Semantics Consumer(s) Aimles_AIMLEServiceOperationsManagement Request Request/Response VAL Server
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9.2.10.2 Aimles_AIMLEServiceOperationsManagement_Request operation
API operation name: Aimles_AIMLEServiceOperationsManagement_Request Description: The consumer requests for AIMLE Service operations management Inputs: See clause 8.20.3.1 Outputs: See clause 8.20.3.2 See clause 8.20.2.2 for details of usage of this operation.
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9.2.11 AIMLE Client Registration APIs
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9.2.11.1 General
Table 9.2.11.1-1 illustrates the APIs for AIMLE client registration, update and de-registration. This API enables the communication between the AIMLE client and the AIMLE server for AIMLE client registration operations. Table 9.2.11.1-1: Aimles_AIMLEClientRegistration API API Name API Operations Operation Semantic...
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9.2.11.2 AIMLE client registration request operation
API operation name: Aimles_AIMLEClientRegistration_Request Description: The consumer requests AIMLE server for AIMLE client registration. Inputs: See clause 8.7.3.2-1. Outputs: See clause 8.7.3.3. See clause 8.7.2.2 for details of usage of this operation.
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9.2.11.3 AIMLE client registration update request operation
API operation name: Aimles_AIMLEClientRegistration_Update Request Description: The consumer requests AIMLE server for update AIMLE client registration. Inputs: See clause 8.7.3.4. Outputs: See clause 8.7.3.5. See clause 8.7.2.3 for details of usage of this operation.
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9.2.11.4 AIMLE client registration delete request operation
API operation name: Aimles_AIMLEClientRegistration_Delete Request Description: The consumer requests AIMLE server for delete AIMLE client registration. Inputs: See clause 8.7.3.6. Outputs: See clause 8.7.3.7. See clause 8.7.2.4 for details of usage of this operation.
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9.2.12 Split AI/ML Operation API
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9.2.12.1 General
Table 9.2.12.1-1 illustrates the API for Split AI/ML Operation. This API enables the AIMLE Client or VAL server to communicate with the AIMLE server for split AI/ML operation pipeline discovery or creation, for node registration and for split operation event subscription. Table 9.2.12.1-1: Aimles_SplitOperation API A...
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9.2.12.2 Aimles_SplitOpPipeline_Discover operation
API operation name: Aimles_SplitOpPipeline_Discover_Request Description: The consumer requests for one time split AI/ML operation pipeline discovery. Inputs: See clause 8.14.3.2. Outputs: See clause 8.14.3.3. See clause 8.14.2.2 for details of usage of this operation.
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9.2.12.3 Aimles_SplitOpPipeline_Create operation
API operation name: Aimles_SplitOpPipeline_Create_Request Description: The consumer creates a split AI/ML operation pipeline. Inputs: See clause 8.14.3.4. Outputs: See clause 8.14.3.5. See clause 8.14.2.3 for details of usage of this operation.
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9.2.12.4 Aimles_SplitOpPipeline_Update operation
API operation name: Aimles_SplitOpPipeline_Update_Request Description: The consumer updates a split AI/ML operation pipeline. Inputs: See clause 8.14.3.19. Outputs: See clause 8.14.3.20. See clause 8.14.2.6 for details of usage of this operation.
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9.2.12.5 Aimles_SplitOpPipeline_Delete operation
API operation name: Aimles_SplitOpPipeline_Delete_Request Description: The consumer deletes a split AI/ML operation pipeline. Inputs: See clause 8.14.3.21. Outputs: See clause 8.14.3.22. See clause 8.14.2.7 for details of usage of this operation.
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9.2.12.6 Aimles_SplitOpNodeRegistration_Request operation
API operation name: Aimles_SplitOpNodeRegistration_Request Description: The consumer requests for one time split AI/ML operation node registration. Inputs: See clause 8.14.3.6. Outputs: See clause 8.14.3.7. See clause 8.14.2.4.2 for details of usage of this operation.
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9.2.12.7 Aimles_SplitOpNodeRegistration_Update operation
API operation name: Aimles_SplitOpNodeRegistration_Update Description: The consumer updates a split AI/ML operation node registration. Inputs: See clause 8.14.3.8. Outputs: See clause 8.14.3.9. See clause 8.14.2.4.3 for details of usage of this operation.
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9.2.12.8 Aimles_SplitOpNodeRegistration_Deregister operation
API operation name: Aimles_SplitOpNodeRegistration_Deregister Description: The consumer deregisters a split AI/ML operation node registration. Inputs: See clause 8.14.3.10. Outputs: See clause 8.14.3.11. See clause 8.14.2.4.4 for details of usage of this operation.
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9.2.12.9 Aimles_SplitOpEvent_Subscribe operation
API operation name: Aimles_SplitOpEvent_Subscribe Description: The consumer subscribes for split AI/ML operation events. Inputs: See clause 8.14.3.12. Outputs: See clause 8.14.3.13. See clause 8.14.2.5.2 for details of usage of this operation.
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9.2.12.10 Aimles_SplitOpEvent_Notify operation
API operation name: Aimles_SplitOpEvent_Notify Description: The consumer is notified of split AI/ML operation events. Inputs: See clause 8.14.3.14. Outputs: None. See clause 8.14.2.5.3 for details of usage of this operation.
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9.2.12.11 Aimles_SplitOpEvent_UpdateSubscription operation
API operation name: Aimles_SplitOpEvent_UpdateSubscription Description: The consumer updates an existing subscription for split AI/ML operation events. Inputs: See clause 8.14.3.15. Outputs: See clause 8.14.3.16. See clause 8.14.2.5.4 for details of usage of this operation.
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9.2.12.12 Aimles_SplitOpEvent_Unsubscribe operation
API operation name: Aimles_SplitOpEvent_Unsubscribe Description: The consumer cancels an existing subscription for split AI/ML operation events. Inputs: See clause 8.14.3.17. Outputs: See clause 8.14.3.18. See clause 8.14.2.5.5 for details of usage of this operation.
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9.2.13 ML model update API
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9.2.13.1 General
Table 9.2.13.1-1 illustrates the API for ML model update. Table 9.2.13.1-1: Aimles_MLModelUpdate API API Name API Operations Operation Semantics Consumer(s) Aimles_MLModelUpdate Request Request/Response VAL server, ADAE server, AIMLE client
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9.2.13.2 Aimles_MLModelUpdate_Request operation
API operation name: Aimles_MLModelUpdate_Request Description: The AIMLE consumer requests ML Model update. Inputs: See clause 8.21.3.1. Outputs: See clause 8.21.3.2. See clause 8.21.2.1 for details of usage of this operation.
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9.2.14 ML model performance monitoring API
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9.2.14.1 General
Table 9.2.14.1-1 illustrates the API for ML model performance monitoring subscription and notification. This API enables the VAL server to communicate with the AIMLE server for subscribing for model performance monitoring. Table 9.2.14.1-1: Aimles_MLModelPerfMonitor API API Name API Operations Operation Semantics ...
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9.2.14.2 Subscribe
API operation name: MLModelPerfMonitor_Subscribe Description: The consumer subscribes for ML model performance monitoring. Inputs: See clause 8.22.3.1. Outputs: See clause 8.22.3.2. See clause 8.22.2 for details of usage of this operation.
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9.2.14.3 Notify
API operation name: MLModelPerfMonitor_Notify Description: The consumer is notified by ML repository on the ML model performance monitoring. Inputs: - Outputs: See clause 8.22.3.3. See clause 8.22.2 for details of usage of this operation.
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9.2.15 AIMLE assisted ML model selection API
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9.2.15.1 General
Table 9.2.15.1-1 illustrates the API for AIMLE assisted ML model selection. This API enables an AIMLE service consumer to request assistance with ML model selection. Table 9.2.15.1-1: Aimles_AssistedMLModelSelection API API Name API Operations Operation Semantics Consumer(s) Aimles_AssistedMLModelSelection Sub...
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9.2.15.2 Aimles_AssistedMLModelSelection_Subscribe operation
API operation name: Aimles_AssistedMLModelSelection_Subscribe Description: The consumer subscribes to AIMLE assisted ML model selection from an AIMLE server. Inputs: See clause 8.23.3.1. Outputs: See clause 8.23.3.2. See clause 8.23.2 for details of usage of this operation.
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9.2.15.3 Aimles_AssistedMLModelSelection_Notify operation
API operation name: Aimles_AssistedMLModelSelection_Notify Description: The consumer receives notifications for AIMLE assisted ML model selection. Inputs: See clause 8.23.3.3. Outputs: None. See clause 8.23.2 for details of usage of this operation.
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9.2.16 AIMLE context transfer API
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9.2.16.1 General
Table 9.2.16.1-1 illustrates the API for AIMLE context transfer. This API enables an AIMLE server to communicate AIMLE context to another AIMLE server in edge scenarios. Table 9.2.16.1-1: Aimles_ContextTransfer API API Name API Operations Operation Semantics Consumer(s) Aimles_ContextTransfer Request Request/...
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9.2.16.2 Aimles_ContextTransfer_Request operation
API operation name: Aimles_ContextTransfer_Request Description: The consumer requests AIMLE context transfer to an AIMLE server. Inputs: See clause 8.24.3.1. Outputs: See clause 8.24.3.2. See clause 8.24.2 for details of usage of this operation.
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9.2.17 AIMLE Assistance of Hierarchical Computing API
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9.2.17.1 General
Table 9.2.17.1-1 illustrates the API for assist hierarchical computing. This API enables the communication between VAL server (e.g. CAS, EAS) and the AIMLE server for assistance of a hierarchical computing process. Table 9.2.17.1-1: Aimles_HierarchicalComputingAssist API API Name API Operations Operation Semantics...
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9.2.17.2 Aimles_HierarchicalComputingAssist_Request operation
API operation name: Aimles_HierarchicalComputingAssist_Request Description: The consumer requests for assistance of a hierarchical computing process. Inputs: See clause 8.25.3.1. Outputs: See clause 8.25.3.2. See clause 8.25.2 for details of usage of this operation.
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9.3 ML repository APIs
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9.3.1 MLR FL member Registration API
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9.3.1.1 General
Table 9.3.1.1-1 illustrates the API for FL member registration. This API enables the VAL server (candidate FL member) to communicate with the ML repository for registering as candidate FL member. Table 9.3.1.1-1: MLR_FLMemberRegister API API Name API Operations Operation Semantics Consumer(s) MLR_FLMemberRegistr...
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9.3.1.2 MLR_FLMemberRegistration_Request operation
API operation name: MLR_FLMemberRegistration_Request Description: The consumer requests for registering as FL member. Inputs: See clause 8.4.4.1. Outputs: See clause 8.4.4.2. See clause 8.4.2 for details of usage of this operation.
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9.3.1.3 MLR_FLMemberRegistrationUpdate_Request operation
API operation name: MLR_FLMemberRegistrationUpdate_Request Description: The consumer requests for updating the registration as FL member. Inputs: See clause 8.4.4.3. Outputs: See clause 8.4.4.4. See clause 8.4.3 for details of usage of this operation.
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9.3.1.4 MLR_FLMemberRegistrationFetch_Request operation
API operation name: MLR_FLMemberRegistrationFetch_Request Description: The consumer requests for Fetching the registering as FL member. Inputs: See clause 8.17.3.1, Table 8.17.3.1-2. Outputs: See clause 8.17.3.2, Table 8.17.3.2-2. See clause 8.17.2 for details of usage of this operation. 9.3.1.5 MLR_FLMemberDeregi...
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9.3.2 MLR FL Event API
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9.3.2.1 General
Table 9.3.2.1-1 illustrates the API for FL-related event subscription and notification. This API enables the AIMLE server to communicate with the ML repository for subscribing for FL related events. Table 9.3.2.1-1: MLR_FLEvents API API Name API Operations Operation Semantics Consumer(s) MLR_FLEvents Subscribe ...
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9.3.2.2 Subscribe
API operation name: _FLEvents_Subscribe Description: The consumer subscribes for FL-related events. Inputs: See clause 8.5.5.2. Outputs: See clause 8.5.5.3. See clause 8.5.2 for details of usage of this operation.
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9.3.2.3 Notify
API operation name: FLEvents_Notify Description: The consumer is notified by ML repository on the FL-related events. Inputs: - Outputs: See clause 8.5.5.4. See clause 8.5.3 for details of usage of this operation.
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9.3.3 MLR model management API
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9.3.3.1 General
Table 9.3.3.1-1 illustrates the APIs for MLR model management to enable an AIMLE server to discover and store ML models in an ML repository. Table 9.3.3.1-1: MLR_ModelManagement API API Name API Operations Operation Semantics Consumer(s) MLR_ModelInformationStorage Request Request/Response AIMLE server MLR_...
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9.3.3.2 MLR_ModelInformationStorage_Request operation
API operation name: MLR_MLModelInformationStorage_Request Description: The consumer requests to perform storage of ML models. Inputs: See clause 8.11.4.1. Outputs: See clause 8.11.4.2. See clause 8.11.2 for details of usage of this operation.