AWS re:Invent 2025 - iTTi's Cross-Company Data Mesh Blueprint with Amazon SageMaker (ANT342)

2025-12-07 · AWS re:Invent 2024 Watch

video

AWS Amazon EMR Cloud Computing Data Lake Amazon SageMaker

This session shares the journey of implementing a hybrid Data Mesh architecture within a multi-company holding, balancing centralization and decentralization needs. We will cover how our hybrid approach leverages Amazon EMR on EKS for data lake ingestion and Amazon SageMaker to enable self-service data discovery, data product subscription, and consumption, allowing companies within the group to autonomously explore, access, and utilize data products while maintaining centralized governance. Through ITTI - Grupo Vázquez's real-world experience, attendees will learn how this hybrid data mesh architecture successfully addresses diverse data domains, varying governance requirements, and rapid value delivery needs.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Build more effective agents through model customization (AIM383)

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Amazon SageMaker

​Agentic applications interpret inputs and take actions within a customer’s enterprise environment, and model customization enables agents that understand the business and provides responses or actions that are appropriate for the use case. In this session, we will cover recent advancements like Nova customization on SageMaker AI and on-demand inferences on custom models, which lower the cost and effort needed for model customization. Explore customization techniques available through available recipes, walk through how you can enjoy the same low on-demand inference prices with your custom models, and learn how custom Nova models improve the price-performance for agentic use cases.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - DynamoDB: Resilience & lessons from the Oct 2025 service disruption (DAT453)

2025-12-07 · AWS re:Invent 2024 Watch

video

AWS Cloud Computing DynamoDB

In this session, we will walk through the architecture for the Amazon DynamoDB DNS management system that triggered the service disruption on October 20, 2025. We will share the lessons that the DynamoDB team learned from this event and explain how we are using these insights to improve both DynamoDB and AWS. You will walk away with actionable knowledge that you can apply to the systems you build.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize AI models & accelerate time to production with Amazon SageMaker AI

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Data Quality LLM Amazon SageMaker

Customizing models often requires lengthy iteration cycles. Now with Amazon SageMaker AI, you can accelerate the model customization process from months to days. With an easy-to-use interface, you can quickly get started and customize popular models with your own data, including Amazon Nova, Llama, Qwen, DeepSeek, and GPT-OSS, with the latest customization techniques such as reinforcement learning and direct preference optimization. In addition, with the AI agent-guided workflow (in preview), you can use natural language to generate synthetic data, analyze data quality, and handle model training and evaluation—all entirely serverless. Join us to learn how you can accelerate your model customization journey.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Building an AI-powered waste classification using Amazon Nova & IoT (AIM256)

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing IoT

AWS Chile revolutionized waste management by developing an intelligent classification system using Amazon Nova, IoT, and serverless architecture. This revolutionary solution processes waste items in under 3 seconds with 95% accuracy, while keeping implementation costs below $300 USD and operational costs under $3 per 1,000 images. Explore the technical architecture integrating edge computing, computer vision, and AI to create a real-time classification system that improved recycling efficiency by 52%, preventing 644.7 kg of CO2 emissions in six months. Learn to implement this cost-effective solution in your organization using AWS, and understand key challenges and lessons learned from this sustainability initiative.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Build serverless chatbots using Amazon ElastiCache & Aurora PostgreSQL (DAT314)

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Aurora Cloud Computing GenAI postgresql

In this session, learn how to build a serverless-first chatbot application by leveraging Amazon Aurora with pgvector as a vector store and Amazon ElastiCache Serverless for Valkey to manage chat history, semantic caching, and agent memory. Discover how to harness these services to create contextually aware, scalable chatbots with agentic capabilities that retain conversational memory across interactions. Explore architectural patterns, implementation strategies, and real-world use cases. Gain insights into optimizing query latency, performance, and cost-effectiveness. Whether you’re a developer, architect, or decision-maker, this session equips you with practical knowledge to build modern, serverless-powered chatbot applications using generative AI.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 -Develop AI Agents faster with Amazon SageMaker Studio & Bedrock AgentCore-AIM388

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Amazon SageMaker

Perfect for both newcomers and experienced practitioners looking to accelerate their AI agent development journey, this sessions will teach you to build and deploy AI agents using Amazon SageMaker Studio and Amazon Bedrock AgentCore. In this breakout session, you'll learn how to integrate enterprise data, train custom models, and deploy production-ready agents. We'll demonstrate how to streamline the entire machine learning lifecycle, from data preparation to deployment.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize & scale foundation models using Amazon SageMaker AI (AIM363)

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Amazon SageMaker

Foundation models are able to solve a wide array of tasks, however to solve most tasks effectively, these models require some form of customization. In this session, you’ll learn about how you can get started with advanced customization of foundation models using SageMaker AI, while optimizing cost and performance. You’ll learn how you can use SageMaker AI for advanced techniques such as parameter-efficient fine-tuning, direct preference optimization, and reinforcement fine-tuning, for both proprietary as well as publicly available foundation models. You’ll walk away understanding how to use SageMaker AI to get the most value from your AI investments.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Symbolic AI in the age of LLMs (DAT443)

2025-12-07 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing GenAI LLM

While generative AI captures headlines, the untapped potential lies in combining it with decades-proven symbolic AI techniques. This session explores how organizations can leverage symbolic AI, such as ontologies and logic-based reasoning to build knowledge graphs and to enhance their AI capabilities. Dive deep into these topics to understand what ontologies look like, where semantics comes from, and what it means to build working knowledge graphs. Learn concrete strategies for defining and adopting ontologies and how to use reasoning for your benefit.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Delighting Slack users safely and quickly with Amazon Nova and Bedrock (AIM384)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing GenAI Cyber Security

Serving millions of users daily while adhering to strict compliance and reliability requirements makes delivery of high-scale AI services even more challenging. In this session, you'll discover how Slack integrated generative AI features to help users find and read information faster, exploring the architectural decisions they made to meet increasing demands while continuing to develop rich functions that help users save time daily. Learn how model flexibility on Amazon Bedrock and the accelerated performance of Amazon Nova at a low cost helped Slack grow exponentially in two years while maintaining security and reliability.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Scale AI agents with custom models using Amazon SageMaker AI & SGLang (AIM387)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Amazon SageMaker

Are you looking to customize foundation models and deploy AI agents at scale? Learn how to leverage Amazon SageMaker AI to build performant agentic workflows with customized open-weight models. This session covers the end-to-end journey: use Amazon SageMaker AI for model customization, track experiments with managed MLflow, establish governance with Amazon SageMaker AI Model Registry, and deploy optimized models using SGLang on Amazon SageMaker AI Inference for low-latency agent applications. Discover how to create repeatable, auditable workflows with Amazon SageMaker AI Pipelines while maintaining comprehensive observability and control for production AI systems. Includes a live demonstration of customizing and deploying an open-weight model, plus insights from SGLang's team on inference for agents.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Integrate any agent framework with Amazon Bedrock AgentCore (AIM396)

2025-12-06 · AWS re:Invent 2024 Watch

video

API AWS Cloud Computing LLM Cyber Security

Bring existing agents to AWS with Amazon Bedrock AgentCore. Whether you've built custom agents or use frameworks like LangChain, LangGraph, CrewAI, or LlamaIndex, this session shows how to run them on secure, scalable AWS infrastructure without rewriting your logic. Discover how AgentCore's API-based orchestration integrates external agent frameworks and services, centralizing tooling, observability, memory, and security. Learn how Cohere Health successfully integrated their healthcare workflow agents with AgentCore to enable secure, scalable processing of healthcare prior authorization decisions, leveraging AgentCore's services like Runtime and Memory to meet strict healthcare compliance requirements while maintaining the flexibility to use their chosen frameworks.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Modernize your data warehouse by moving to Amazon Redshift (ANT317)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML Analytics AWS Cloud Computing DWH Redshift

Are you spending too much time on data warehouse management tasks like hardware provisioning, software patching, and performance tuning and not enough time building your applications and innovating with data? Tens of thousands of customers rely on AWS Analytics every day to run and scale analytics in seconds on all their data without managing data warehouse infrastructure. In this session, you’ll learn best practices and proven strategies for modernizing your data warehouse, helping your build powerful analytics and machine learning applications that operate at scale while keeping costs low.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Break through AI performance and cost barriers with AWS Trainium (AIM201)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing GenAI

Generative AI deployments face challenges with high computing costs and complex scaling requirements. AWS Trainium2 and Inferentia2 chips deliver compelling price-performance for both training and inference workloads. In this session, discover innovations that enable efficient scaling of advanced AI workloads, from training and serving MoE models to deploying agentic systems with reasoning capabilities. Learn how customers are achieving exceptional performance while significantly reducing costs.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Best practices for building Apache Iceberg based lakehouse architectures on AWS

2025-12-06 · AWS re:Invent 2024 Watch

video

Athena AWS Amazon EMR AWS Glue Cloud Computing Data Lakehouse ETL/ELT Iceberg Redshift S3 Amazon SageMaker Spark +1 more

Discover advanced strategies for implementing Apache Iceberg on AWS, focusing on Amazon S3 Tables and integration of Iceberg Rest Catalog with the lakehouse in Amazon SageMaker. We'll cover performance optimization techniques for Amazon Athena and Amazon Redshift queries, real-time processing using Apache Spark, and integration with Amazon EMR, AWS Glue, and Trino. Explore practical implementations of zero-ETL, change data capture (CDC) patterns, and medallion architecture. Gain hands-on expertise in implementing enterprise-grade lakehouse solutions with Iceberg on AWS.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Master AI model development with Amazon SageMaker AI (AIM272)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing Amazon SageMaker

Unlock the full potential of AI model customization with Amazon SageMaker AI. This session explores SageMaker AI's comprehensive model development tools, highlighting how it caters to any use case - from hands-on compute control to fully managed solutions. Dive into key features like Amazon Nova customization, end to end development with HyperPod, and flexible development environments. Listen to our customers share their journey, demonstrating how SageMaker AI accelerates AI innovation while optimizing resource utilization.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Sustainable computing for climate solutions (AIM417)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS CloudWatch Amazon EC2 Cloud Computing

High Performance Computing (HPC) is crucial for solving complex environmental challenges such as air pollution and extreme weather forecasting, yet HPC workloads are traditionally computationally intensive. This session explores patterns and key AWS services like AWS Batch, ParallelCluster, EC2 Spot Instances, Graviton processors, FSx for Lustre, and Cloudwatch that help optimize the balance between computational performance and environmental sustainability. Attendees will explore a real-world example of how researchers from University of Oxford are using sustainable HPC solutions for community air quality improvement through large-scale geospatial data processing and machine learning.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Using AI to improve humanitarian workload resilience (AIM336)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML AWS Cloud Computing GenAI

Almost everyone has experienced a bad IT day, when systems fail in unpredictable ways. For organizations operating in a humanitarian crisis, contextual continuity is mission critical. In this code talk, we'll explore how generative AI can help build more resilient humanitarian systems. Drawing from Werner Vogels' wisdom that "everything fails, all the time, so plan for failure and nothing will fail", we'll demonstrate practical techniques for identifying and mitigating potential system failures. Through live coding, attendees will learn to leverage AI to anticipate and address vulnerabilities, ensuring more robust and reliable humanitarian technology.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Cut costs & operate efficiently on Amazon RDS for SQL Server & Oracle (DAT325)

2025-12-06 · AWS re:Invent 2024 Watch

video

AWS Amazon RDS Cloud Computing Oracle SQL

Discover how leading enterprises are leveraging 15+ years of Amazon RDS operational excellence to power their SQL Server and Oracle databases in the cloud. In this session, explore features across Amazon RDS for SQL Server and Oracle that help you achieve substantial cost savings, enhanced scalability, and efficient operations. Through real-world cost optimization techniques and architectural best practices, learn how organizations are reducing operational overhead and costs while improving availability, scalability, and performance.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Deep dive into databases zero-ETL integrations (DAT445)

2025-12-06 · AWS re:Invent 2024 Watch

video

AI/ML Analytics AWS Aurora Amazon RDS Cloud Computing DynamoDB ETL/ELT Redshift Amazon SageMaker

In this session, learn how AWS zero-ETL integrations remove the need to manage complex data movement pipelines across multiple source database engines and targets so data engineers, architects, & DBAs can eliminate maintenance overhead while ensuring near real-time data availability for analytics & ML workloads. Examine the underlying architecture and how it works for the supported zero-ETL integrations between Amazon Aurora, Amazon DynamoDB, and Amazon RDS sources to Amazon Redshift, Amazon SageMaker, and Amazon OpenSearch Service targets - all without traditional ETL complexity. Dive into the data movement options, tunable settings, and how to monitor ongoing data movement.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS