What Are the Relationships Between ModelArts and Other Services?
IAM
ModelArts uses Identity and Access Management (IAM) for authentication and authorization. For more information about IAM, see Identity and Access Management User Guide.
OBS
ModelArts uses Object Storage Service (OBS) to securely and reliably store data and models at low costs. For more details, see Object Storage Service Console Operation Guide.
Function |
Subtask |
Relationship |
|---|---|---|
ExeML |
Data labeling |
The data labeled on ModelArts is stored in OBS. |
Auto training |
After a training job is completed, the generated model is stored in OBS. |
|
Service deployment |
ModelArts deploys models stored in OBS as real-time services. |
|
AI development lifecycle |
Data management |
|
Development environment |
Data or code files in a notebook instance are stored in OBS. |
|
Model training |
|
|
AI application management |
After a training job is completed, the generated model is stored in OBS. You can import the model from OBS. |
|
Service deployment |
Models stored in OBS can be deployed as services. |
|
Settings |
- |
Authorizes ModelArts to access OBS (using an agency or access key) so that ModelArts can use OBS to store data and create notebook instances. |
CCE
ModelArts uses Cloud Container Engine (CCE) to deploy models as real-time services. CCE enables high concurrency and provides elastic scaling. For more information about CCE, see Cloud Container Engine User Guide.
SWR
To use an AI framework that is not supported by ModelArts, use Software Repository for Container (SWR) to customize an image and import the image to ModelArts for training or inference. For details about SWR, see Software Repository for Container User Guide.
General Issues FAQs
- What Is ModelArts?
- What Are the Relationships Between ModelArts and Other Services?
- What Are the Differences Between ModelArts and DLS?
- How Do I Purchase or Enable ModelArts?
- How Do I Obtain an Access Key?
- How Do I Upload Data to OBS?
- What Do I Do If the System Displays a Message Indicating that the AK/SK Pair Is Unavailable?
- What Do I Do If a Message Indicating Insufficient Permissions Is Displayed When I Use ModelArts?
- How Do I Use ModelArts to Train Models Based on Structured Data?
- What Are Regions and AZs?
- How Do I View All Files Stored in OBS on ModelArts?
- Where Are Datasets of ModelArts Stored in a Container?
- Which AI Frameworks Does ModelArts Support?
- What Are the Functions of ModelArts Training and Inference?
- How Do I View an Account ID and IAM User ID?
- Can AI-assisted Identification of ModelArts Identify a Specific Label?
- How Does ModelArts Use Tags to Manage Resources by Group?
- How Do I View All ModelArts Monitoring Metrics in AOM?
- Why Is the Job Still Queued When Resources Are Sufficient?
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