Aditya Lolla

Many organizations struggle to migrate VMware workloads due to complex dependencies, network translation challenges, and the need to support both cloud and on-premises targets. In this workshop, you use AWS Transform MGN, an agentic AI service, to execute an end-to-end VMware migration to Amazon EC2 and AWS Outposts.

This session presents a comprehensive approach to deploying small language models (SLMs) to AWS Local Zones and AWS Outposts using Amazon SageMaker and Amazon EKS. We’ll demonstrate how to deliver domain-specific, fine-tuned SLMs from AWS Regions to edge locations for low-latency inference.

As governments and standards bodies develop data protection and privacy regulations, organizations increasingly need to combine the use of generative AI tooling in the cloud with regulated data that need to remain on premises to meet data sovereignty requirements.