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Learn how Dynatrace Grail® and Davis® AI provide a unified approach to logs, metrics, and traces across Amazon Web Services. Eliminate monitoring silos, gain real-time insights, and speed up root-cause analysis with expert strategies for streamlined observability and enhanced AWS operations. This presentation is brought to you by Dynatrace, an AWS Partner. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

Dive into the journey of a foundation model on AWS Trainium, from distributed training to fine-tuning and deployment. This talk showcases how to optimize each of these stages using Neuron SDK. We'll demonstrate the use of the Neuron Profiler to pinpoint bottlenecks and guide you through writing and integrating Neuron Kernel Interface (NKI) kernels to achieve peak performance.

The retail environment is changing with the emergence of gen AI–powered agents—intelligent storefronts that discover, recommend, and transact on behalf of shoppers. In this new era of agentic commerce, two pathways are taking shape: business to agent (B2A), where external answer engines connect customers with products, and agent to consumer (A2C), where retailers deploy custom on-site agents using solutions such as AWS’s gen AI stack. In both journeys, trust and simplicity at checkout are key.

AWS re:Post Live approaches common questions and top of mind use cases submitted by the knowledge sharing community on repost.aws. Each week our experts from AWS dive deep into best practices and troubleshooting tips to expand your cloud knowledge, introduce you to the latest AWS technologies, and drive solutions based learning sessions to take your cloud practices to the next level.

Precisely, a data integrity software provider, built its cloud-native SaaS platform on AWS to accelerate innovation, scale globally, and optimize costs. By leveraging services like Amazon Bedrock, Amazon EKS, Amazon S3 and S3 Vectors, Precisely delivers high-performance data management and AI-powered capabilities, including natural language search. Watch the video to learn how its partnership with AWS enables faster development, stronger security, and direct collaboration with engineering teams.

Unlock the full potential of Karpenter to streamline Kubernetes cost optimization. Dive deep into advanced strategies beyond basic auto-scaling. Learn how to fine-tune Karpenter’s resource allocation, and use dynamic configuration strategies to adapt to real-world workloads. Discover best practices and see how multi-layer automation can complement Karpenter to drive even greater impact on performance, scalability, and Kubernetes efficiency.

Getting the best compute performance is a bit of an art, and knowing about low level details can help a lot. This code talk covers all the details you've always wanted to know about, such as memory topology, how to get access to hardware counters, how to take into account the side-effects of hyperthreading, and how to properly run performance tests and optimize your latency. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.

Bank CenterCredit (BCC), a leading bank in Kazakhstan, developed the first secure, scalable hybrid architecture for generative AI tailored to meet Kazakhstan’s financial data regulations in Central Asia. Leveraging AWS Outposts and AWS KMS, the bank was able to locally store and anonymize sensitive data before sending it to the parent AWS Region for encrypted processing.

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Sony Group, known for filling the world with emotion through creativity and technology, turned to AWS to build a powerful generative AI platform. With a global and diverse business, Sony needed flexibility to scale AI efficiently and rapidly across platforms. By leveraging AWS services like Amazon Bedrock and SageMaker Unified Studio, they created a multi-platform, multi-LLM, auto-scaling system that empowers operational efficiency and AI democratization.

This session focuses on distributed training of language models across multiple AWS Trainium instances using SageMaker HyperPod. We begin with an overview of the NxDT framework in multi-node environments and discuss how HyperPod enables efficient scaling of large model workloads. The session highlights best practices for coordination, communication efficiency, and kernel utilization across nodes.

This short video provides market trends and insights from AWS customer, Vercel. Aparna Sinha, SVP of Product, shares how AWS helps Vercel be more innovative and tackles the needs of the market. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.aws/free Connect with an expert: https://go.aws/contact Explore more: https://go.aws/more Next steps: Explore on AWS in Analyst Research: https://go.