2012, Clustering and System Architecture

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2012

Clustering

System Architecture

Multi-account support for Amazon SageMaker HyperPod task governance

AWS Machine Learning Blog

JUNE 6, 2025

In this post, we discuss how an enterprise with multiple accounts can access a shared Amazon SageMaker HyperPod cluster for running their heterogenous workloads. Account A hosts the SageMaker HyperPod cluster. To access Account A’s EKS cluster as a user in Account B, you will need to assume a cluster access role in Account A.

Clustering

Clustering AWS Data Scientist ML

Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

AWS Machine Learning Blog

MARCH 10, 2025

Solution overview The following figure illustrates our system architecture for CreditAI on AWS, with two key paths: the document ingestion and content extraction workflow, and the Q&A workflow for live user query response. In the following sections, we dive into crucial details within key components in our solution.

AWS

AWS Database AI AI

Data Science Current

Multi-account support for Amazon SageMaker HyperPod task governance

Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

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