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AWS re:Invent 2025 - Best practices for building Apache Iceberg based lakehouse architectures on 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
Agile/Scrum Athena AWS Amazon EMR AWS Glue Cloud Computing Data Lakehouse 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 - Deep dive into databases zero-ETL integrations (DAT445)

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

2025-12-06 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Aurora Amazon RDS Cloud Computing DynamoDB 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

AWS re:Invent 2025 - Fast-track to insights: AWS-SAP data strategy (ANT333)

AWS re:Invent 2025 - Fast-track to insights: AWS-SAP data strategy (ANT333)

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Cloud Computing Amazon SageMaker SAP

This lightning talk showcases AWS and SAP's innovative solution for enterprise data integration challenges. Learn how to access data between SAP and AWS environments, eliminating complex ETL pipelines while maintaining business context. In this talk, we will demonstrate how to enable zero-ETL integration between SAP and Amazon SageMaker so that you can reduce time spent building data pipelines and focus on running unified analytics and AI/ML on all your data.

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 Amazon Aurora and its innovations (DAT441)

AWS re:Invent 2025 - Deep dive into Amazon Aurora and its innovations (DAT441)

2025-12-04 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML AWS Aurora Cloud Computing GenAI MySQL postgresql

With an innovative architecture that decouples compute from storage and advanced features like Amazon Aurora Global Database and low-latency read replicas, Aurora reimagines what it means to be a relational database. Aurora is a built-for-the-cloud, serverless relational database service that delivers unparalleled performance and availability at global scale for MySQL, PostgreSQL, and DSQL. In this session, dive deep into new features – and Aurora’s most popular offerings including serverless, I/O-Optimized, zero-ETL integrations, MCP integration, and generative AI support for vector search and storage. Also learn about the groundbreaking Aurora DSQL engine.

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 - Universal data connectivity with ETL and SQL queries (ANT209)

AWS re:Invent 2025 - Universal data connectivity with ETL and SQL queries (ANT209)

2025-12-03 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Cloud Computing GenAI SQL

Learn how AWS can help you with data integration and preparing data for analytics, machine learning (ML) and generative AI workloads. Explore new capabilities that enable your users to have controlled access to all relevant data, easily build and maintain scalable and resilient data pipelines, and enhance decision-making quality,all with exceptional price performance. See how zero-ETL and query federation can complement ETL and ELT data pipelines.

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 - Enterprise-scale ETL optimization for Apache Spark (ANT336)

AWS re:Invent 2025 - Enterprise-scale ETL optimization for Apache Spark (ANT336)

2025-12-02 · AWS re:Invent 2024 Watch
video
Agile/Scrum AWS Amazon EMR AWS Glue Cloud Computing S3 Amazon SageMaker Spark

Apache Spark on AWS Glue, Amazon EMR, and Amazon SageMaker enhances the optimization of large-scale data processing workloads. These include faster read and write throughput, accelerated processing of common file formats, and expanded Amazon S3 support through the S3A protocol for greater flexibility in write operations. In this session, we'll explore recent enhancements in Spark for distributed computation and in-memory storage to enable efficient data aggregation and job optimization. We'll also demonstrate how these innovations, combined with Spark's native capabilities, strengthen governance and encryption to help you optimize performance while maintaining control and compliance. Join us to learn how to build unified, secure, and high-performance ETL pipelines on AWS using Spark.

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 2024 - Deep dive into Amazon DynamoDB zero-ETL integrations (DAT348)

AWS re:Invent 2024 - Deep dive into Amazon DynamoDB zero-ETL integrations (DAT348)

2024-12-08 · AWS re:Invent 2024 Watch
video
Agile/Scrum AWS Cloud Computing Data Lakehouse DynamoDB NoSQL Redshift Amazon SageMaker

Amazon DynamoDB is a serverless, NoSQL, fully managed database with single-digit millisecond performance at any scale. DynamoDB lends itself to easy integration with several other AWS services. In this session, dive deep into zero-ETL integrations between Amazon DynamoDB and Amazon SageMaker Lakehouse, Amazon OpenSearch Service, and Amazon Redshift. Learn from AWS experts about how these integrations can reduce operational burden and cost, allowing you to focus on creating value from data instead of preparing data for analysis.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - AI-powered data integration and governance with Amazon Q Developer (ANT352-NEW)

AWS re:Invent 2024 - AI-powered data integration and governance with Amazon Q Developer (ANT352-NEW)

2024-12-08 · AWS re:Invent 2024 Watch
video
by Vipin Mohan (Amazon Web Services) , Mohit Saxena (Amazon Web Services)
Agile/Scrum AI/ML AWS AWS Glue Cloud Computing Redshift Amazon SageMaker

Discover how the AI-driven capabilities of Amazon Q Developer streamline data integration across AWS services, such as AWS Glue, Amazon SageMaker Catalog, Amazon Redshift, Amazon SageMaker AI, and more. Learn how data engineers and ETL developers can build complex jobs, troubleshoot, and explore data using natural language through an intuitive chat interface in Amazon SageMaker Unified Studio. Join this session to see how Amazon Q Developer enhances productivity and accelerates workflows, transforming the way you handle data integration.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024-Zero-ETL replication to Amazon SageMaker Lakehouse & Amazon Redshift (ANT353-NEW)

AWS re:Invent 2024-Zero-ETL replication to Amazon SageMaker Lakehouse & Amazon Redshift (ANT353-NEW)

2024-12-08 · AWS re:Invent 2024 Watch
video
by Nitin Bahadur (Amazon Web Services) , Kamen Sharlandjiev (Amazon Web Services) , Sean Ma (Amazon Web Services)
Agile/Scrum Analytics AWS AWS Glue Cloud Computing Data Lakehouse Redshift SaaS Amazon SageMaker

In today’s data-driven landscape, organizations rely on enterprise applications to manage critical business processes. However, extracting and integrating this data into data warehouses and data lakes can be complex. This session explores a new zero-ETL capability that simplifies ingesting data to Amazon SageMaker Lakehouse and Amazon Redshift via AWS Glue from enterprise applications such as Salesforce, ServiceNow, and Zendesk. See how zero-ETL automates the extract and load process, expanding your analytics and machine solutions with valuable SaaS data.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - Analyze Amazon Aurora & RDS data in Amazon Redshift with zero-ETL (DAT331)

AWS re:Invent 2024 - Analyze Amazon Aurora & RDS data in Amazon Redshift with zero-ETL (DAT331)

2024-12-07 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Aurora CloudFormation Amazon RDS Cloud Computing RDBMS Redshift

Discover the power of Amazon Aurora and Amazon RDS zero-ETL integrations with Amazon Redshift. Zero-ETL integrations help unify your data across applications and data sources for holistic insights. This session explores how Amazon Aurora and Amazon RDS zero-ETL integrations with Amazon Redshift remove the need to build and manage complex data pipelines, enabling analytics and machine learning using Amazon Redshift on petabytes of transactional data from your relational databases. In this session, learn about key zero-ETL integration functionalities like data filtering, AWS CloudFormation support, and more.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - Innovations in AWS analytics: Zero-ETL and data integrations (ANT348)

AWS re:Invent 2024 - Innovations in AWS analytics: Zero-ETL and data integrations (ANT348)

2024-12-06 · AWS re:Invent 2024 Watch
video
by Harshida Patel (AWS) , Paul Van Liew (Motive) , Jyoti Aggarwal (AWS)
Agile/Scrum AI/ML Analytics AWS Cloud Computing GenAI

Join this session to learn how AWS analytics services can help you achieve your data integration goals with exceptional price performance. Explore new capabilities, like zero-ETL integrations, that allow your users to access all their data; easily prepare it for analytics, machine learning, and generative AI workloads; build and maintain scalable and resilient data pipelines; and enhance decision-making quality.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - Deep dive into Amazon Aurora and its innovations (DAT405)

AWS re:Invent 2024 - Deep dive into Amazon Aurora and its innovations (DAT405)

2024-12-05 · AWS re:Invent 2024 Watch
video
by Grant McAlister (AWS)
Agile/Scrum AI/ML AWS Aurora Cloud Computing GenAI MySQL Redshift postgresql

With an innovative architecture that decouples compute from storage and advanced features like Global Database and low-latency read replicas, Amazon Aurora reimagines what it means to be a relational database. Aurora is a modern database service offering unparalleled performance and high availability at scale with full open source MySQL and PostgreSQL compatibility. In this session, dive deep into the most exciting new features that Aurora offers, including Aurora Limitless Database, Aurora I/O-Optimized, Aurora zero-ETL integration with Amazon Redshift, and Aurora Serverless v2. Additionally, learn how the addition of the pgvector extension allows for the storage of vector embeddings and support of vector similarity searches for generative AI.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - Accelerate value from data: Migrating from batch to stream processing (ANT324)

AWS re:Invent 2024 - Accelerate value from data: Migrating from batch to stream processing (ANT324)

2024-12-04 · AWS re:Invent 2024 Watch
video
by Usama Naseem (Amazon MSK, AWS) , Sofia Zilberman (AWS)
Agile/Scrum AI/ML Analytics AWS Cloud Computing DWH GenAI Redshift Data Streaming

Growing business needs for incorporating real-time insights into conventional use cases is pushing the data transformation envelope from batch processing to streaming. From gaming to clickstream to generative AI use cases, batch analytical workloads today want high throughput, low latency, and simplified ingestion mechanisms for real-time insights and visualizations. Join this session to hear from experts on how to successfully migrate from batch to stream processing using AWS streaming services that provide scalable integrations and real-time capabilities across services such as Amazon Redshift for real-time data warehousing analytics and ELT pipelines.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

Simplify data integration with Zero-ETL features (L300) | AWS Events

Simplify data integration with Zero-ETL features (L300) | AWS Events

2024-06-04 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Aurora Cloud Computing DynamoDB GenAI Redshift

Uncover the power of Zero-ETL integrations for your data in AWS. Learn firsthand how integrating Amazon Aurora with Amazon Redshift and Amazon DynamoDB with Amazon OpenSearch enables near real-time analytics and machine learning. Tailored for developers, architects, and administrators, discover key insights, best practices, and techniques for seamless integration of fully managed services, reducing latency and unlocking the full potential of your data in AWS.

Learn more: https://go.aws/3x2mha0 Learn more about 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.

AWSEvents #GenerativeAI #AI #Cloud #AWSAIandDataConference