Elamaran Shanmugam

Explore proven strategies for optimizing LLM loading times and inference performance on Amazon EKS. This chalk talk dives into critical infrastructure decisions, comparing storage solutions such as Amazon S3, EFS/FSx, and EBS for minimal model loading latency.

As containerized workloads grow in complexity, traditional observability approaches struggle to keep pace. Discover how generative AI transforms Amazon ECS workload observability by turning overwhelming data into actionable insights.

AWS Partners learn how generative AI and Amazon Q Developer can accelerate their customer modernization initiatives. This chalk talk explores how Q Developer's code transformation, replatforming, and rearchitecture capabilities, combined with generative AI, streamline the modernization journey.

In this chalk talk, improve the efficiency of your troubleshooting. If your application is hosted across multiple AWS accounts and you are finding it challenging to correlate metrics, logs, and traces across applications in one view, this talk is for you.

In this chalk talk, dive deep into networking mechanisms of Amazon ECS including different network modes and networking between Amazon ECS services using Amazon ECS Service Connect and Amazon ECS service discovery.

In this builders’ session, explore how to both secure and observe your .NET containerized workloads running on Amazon ECS on AWS Fargate. Using the AWS CDK, learn how to protect .NET APIs against common web exploits that may affect availability, compromise security, or consume excessive resources using AWS WAF.

In this session, learn about all of the components required to align your DevOps practices to the pillars of the AWS Well-Architected Framework. Review organization adoption, development lifecycle, quality assurance, automated governance, and observability.