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Additional Edges: SageMaker #47

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ncc-erik-steringer opened this issue Oct 11, 2019 · 4 comments
Closed

Additional Edges: SageMaker #47

ncc-erik-steringer opened this issue Oct 11, 2019 · 4 comments
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enhancement New feature or request
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v1.1.2 - Addition...

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ncc-erik-steringer commented Oct 11, 2019 •
edited

(EDIT: Separating things out into separate issues).

Amazon SageMaker is a service for data scientists. It includes several features, among which include creating compute resources that can access IAM Roles. Therefore we should look for and report any potential ways for users/roles given sagemaker:* + iam:PassRole permissions to access other IAM Roles.

Need to also review if container-related services are necessary.
@ncc-erik-steringer ncc-erik-steringer added the enhancement New feature or request label Oct 11, 2019
@ncc-erik-steringer ncc-erik-steringer changed the title Additional Edges: Service Roles and More Additional Edges: SageMaker May 26, 2021
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CreateNotebookInstance - Creates a notebook instance and takes a parameter RoleArn to let the notebook instance call the AWS API.

Done: 25ddb89

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ncc-erik-steringer commented May 26, 2021 •
edited

CreateProcessingJob - Runs a docker container with user-defined code to process data. Takes a RoleArn param too.

Done: 4cb8c84

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ncc-erik-steringer commented May 26, 2021 •
edited

CreateTrainingJob - Starts a model training job. Need to verify if user-defined code is ran. Takes a RoleArn param.

Done: 4cb8c84

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ncc-erik-steringer commented May 26, 2021 •
edited

CreateUserProfile - Creates a user within a domain (CreateDomain sets defaults), includes an ExecutionRole param.

Kicking this can down the road.

wdahlenburg pushed a commit to wdahlenburg/PMapper that referenced this issue Sep 5, 2022
@Frichetten
Merge pull request nccgroup#47 from Hacking-the-Cloud/intro_meta_data…
c731dba 
…_service

Added articles on meta and user data
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v1.1.2 - Additional Services, Edges
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