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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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 node(s) (e.g., EAS), and multiple leaf nodes (e.g. EAS) with no children). Here, hierarchical computing represents a computation architecture with multiple computation entities involved and multiple levels of computations for a computation task.
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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 (e.g. FL training) based on its local configuration.
3. The AIMLE server can assist a hierarchical computing process by providing time window(s) recommendation for computing task distribution if the consumer is a root node in a hierarchical computing process, providing time window(s) recommendation for intermediate output delivery if the consumer is a leaf node in a hierarchical computing process, and candidate execution node list provisioning or computing preparation status provisioning, etc.
4. The consumer decides that assistance from AIMLE server to support the hierarchical computing process (AI/ML task) is needed, due to lack of capability on e.g. execution node selection.
5. AIMLE Server is deployed following the hierarchical deployment model described in A.4.
Figure 8.25.2-1: Procedure for assist a hiearchitical computing process
Figure 8.25.2-1 illustrates the procedure for AIMLE servers assist a hierarchical computing process. The corresponding procedure in detail is as follows:
1. The VAL server (e.g. CAS, EAS) sends hierarchical computing assistance request to the edge AIMLE server for a hierarchical computing process (AI/ML task). The request message includes information as described in Table 8.25.3.1-1.
2. The edge AIMLE server authenticates and authorizes the request from the consumer and checks its capability to provide the requested assistance information.
If the request is authorized and the edge AIMLE server can generate the required assistance information (e.g. computing preparation status at an execution node which is registered to it), it performs step 3 and 4.
If the request is authorized but the edge AIMLE server cannot generate the required assistance information (e.g. execution nodes are registered to different edge AIMLE servers), it performs step 5 and skips steps 3 and 4.
3. The edge AIMLE server performs operations to generate assistance information which is requested in step 1. For example, for computing preparation status at an execution node, the edge AIMLE server may subscribe/request analytics from ADAE server (e.g. edge load analytics, edge computing preparation analytics) and aggregate the information received to generate assistance information.
4. The edge AIMLE server sends hierarchical computing assistance response to the consumer (e.g. computing preparation status at the execution node). The response message contains the information as described in Table 8.25.3.2-1.
5. If the edge AIMLE server cannot generate the required assistance information, it sends hierarchical computing assistance request to central AIMLE server. The request message includes information as described in Table 8.25.3.1-1.
6. The central AIMLE server authenticates and authorizes the request from the edge AIMLE server.
7. If the request is authorized, the central AIMLE server performs operations to generate assistance information which is requested in step 1.
For example, for execution node selection, according to the role of the VAL server in request message in step 1, the central AIMLE server derives the requirements on the execution node (e.g. high computation capability, high communication capability, or both). Then, the central AIMLE server may subscribe/request analytics from ADAE server (e.g. edge load analytics, edge computing preparation analytics), trigger generation of split operation assistance information, retrieve FL member information from ML Repository (the FL member with EAS ID). The existing services can be reused for execution node selection, e.g., the step 3 in clause 8.12.2.
8. The central AIMLE server sends hierarchical computing assistance response with the generated assistance information (e.g. a list of selected candidate execution nodes). The response message contains the information as described in Table 8.25.3.2-1.
8a. The central AIMLE server sends the hierarchical computing assistance response to the edge AIMLE server.
8b. The edge AIMLE server sends the hierarchical computing assistance response to the consumer.
The VAL server (e.g. CAS, EAS) uses the assistance information for decision making on its computing operations.
NOTE: If the VAL server (e.g. CAS, EAS) know the information of the central AIMLE server, it can send the hiearchitical computing assistance request to the central AIMLE server directly for the hiearchitical computing process (AI/ML task). The procedure is the same as the steps 5-8a in Figure 8.25.2-1 with replacing edge AIMLE server by consumer.
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 8.25.3 Information flows
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
Original requestor identifier
O
The identifier of the original requestor, e.g. VAL server ID, EAS ID, CAS ID.
Role
M
Represents the role of the VAL server in a hiearchitical computing architecture (e.g. root node, sub-root node or leaf node of a hierarchical computing process).
Computing task type
M
The type of computing task (e.g. VFL, HFL).
Assistance information type
M
Represents the assistance information type, which is used to indicate the assistance information needed, e.g. candidate execution node list, computing preparation status at an execution node.
Execution node(s)
O
Represent one execution node or a list of candidate execution nodes.
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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 computing request was successful.
>Assistance information
M
The assistance information for assisting hierarchical computing process, e.g. candidate execution node list, computing preparation status at an execution node.
>>List of candidate execution nodes
O
(NOTE 2)
A list of selected candidate execution nodes.
>>Preparation status
O
(NOTE 2)
Computing preparation status at the execution node provided in request.
Failure response
O
(NOTE 1)
Indicates that the assist hierarchical computing request was failure.
>Cause
M
Reason for the failure.
NOTE 1: One of the IEs shall be present.
NOTE 2: At least one of the IEs shall be present.
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9 AIMLE APIs
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.1 General
| The following AIMLE capabilities are offered as APIs:
- AIMLE server APIs;
- ML repository APIs;
- AIMLE client APIs;
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2 AIMLE server APIs
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.1 AIMLE AI/ML Task Transfer API
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Request
Request/Response
AIMLE Client
Table 9.2.1.1-2: Aimles_AIMLESControlledAIMLTaskTransfer API
API Name
API Operations
Operation
Semantics
Consumer(s)
Aimles_AIMLESControlledAIMLTaskTransfer
Request
Request/Response
AIMLE Client
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.1.2 Aimles_AIMLTaskTransferAssist_Request operation
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.1.3 Aimles_AIMLESControlledAIMLTaskTransfer_Request operation
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.2 ML model retrieval API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
UpdateSubscription
Unsubscribe
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.3 ML model training API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.4 AIMLE TL model selection assistance API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_TLModelSelectionAssistance
Request
Request/Response
VAL Server
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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.5 FL member grouping support API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_FLMemberGroupSupport
Request
Request/Response
VAL Server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.6 AIMLE client Discovery API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_AIMLEClientDiscovery
Request
Request/Response
VAL Server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.7 AIMLE client Selection API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_AIMLEClientSelection
Request
Request/Response
VAL Server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.8 AIMLE client Selection Subscribe API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Subscribe/Notify
VAL Server
Notify
Update
Unsubscribe
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.9 AIMLE Data Management API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Notify
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.10 AIMLE Service Operations Management API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.11 AIMLE Client Registration APIs
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Semantics
Consumer(s)
Aimles_AIMLEClientRegistration
Request
Request/Response
AIMLE Client
Update
AIMLE Client
Delete
AIMLE Client
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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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29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.12 Split AI/ML Operation API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
API Name
API Operations
Operation
Semantics
Consumer(s)
Aimles_SplitOpPipeline
Discover
Request/Response
AIMLE Client
Create
Update
Delete
Aimles_SplitOpNodeRegistration
Request
Request/Response
VAL Server
Update
Deregister
Aimles_SplitOpEvent
Subscribe
Subscribe/Notify
AIMLE Client, VAL Server
Notify
Subscribe/Notify
AIMLE Client, VAL Server
UpdateSubscription
Unsubscribe
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.13 ML model update API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.14 ML model performance monitoring API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Consumer(s)
Aimles_MLModelPerfMonitor
Subscribe
Subscribe/Notify
VAL Server
Notify
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.15 AIMLE assisted ML model selection API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Subscribe
Subscribe/Notify
VAL Server
Notify
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.16 AIMLE context transfer API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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/Response
AIMLE Server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.2.17 AIMLE Assistance of Hierarchical Computing API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Consumer(s)
Aimles_HierarchicalComputingAssist
Request
Request/Response
VAL Server (e.g. CAS, EAS)
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.3 ML repository APIs
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.3.1 MLR FL member Registration API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_FLMemberRegistration
Request
Request/Response
VAL Server
MLR_FLMemberRegistrationUpdate
Request
Request/Response
VAL Server
MLR_FLMemberRegistrationFetch
Request
Request/Response
VAL Server
MLR_FLMemberDeregistration
Request
Request/Response
VAL Server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_FLMemberDeregistration_Request operation
API operation name: MLR_FLMemberDeregistration_Request
Description: The consumer requests for deregistering a candidate registered FL member.
Inputs: See clause 8.4.4.6.
Outputs: See clause 8.4.4.7.
See clause 8.3a for details of usage of this operation.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.3.2 MLR FL Event API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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
Subscribe/Notify
AIMLE Server
Notify
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 9.3.3 MLR model management API
| |
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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_ModelInformationDiscovery
Request
Request/Response
AIMLE server
|
29cb23e409b7480fb8bd6cba8e348433 | 23.482 | 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.
|
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