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Iceberg

Apache Iceberg

table_format data_lake schema_evolution file_format storage open_table_format

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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 ETL/ELT 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 - Accelerate analytics and AI w/ an open and secure lakehouse architecture-ANT309

AWS re:Invent 2025 - Accelerate analytics and AI w/ an open and secure lakehouse architecture-ANT309

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Lakehouse LLM Amazon SageMaker Cyber Security

Data lakes, data warehouses, or both? Join this session to explore how to build a unified, open, and secure data lakehouse architecture, fully compatible with Apache Iceberg, in Amazon SageMaker. Learn how the lakehouse breaks down data silos and opens your data estate offering flexibility to use your preferred query engines and tools that accelerate time to insights. Learn about recent launches that improve data interoperability and performance, and enable large language models (LLMs) and AI agents to interact with your data. Discover robust security features, including consistent fine-grained access controls, attribute-based access control, and tag-based access control that help democratize data without compromises.

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 graphs over your data lake to power generative AI applications (DAT447)

AWS re:Invent 2025 - Using graphs over your data lake to power generative AI applications (DAT447)

2025-12-03 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Lake GenAI Parquet S3

In this session, learn about new Amazon Neptune capabilities for high-performance graph analytics and queries over data lakes to unlock the implicit and explicit relationships in your data, driving more accurate, trustworthy generative AI responses. We'll demonstrate building knowledge graphs from structured and unstructured data, combining graph algorithms (PageRank, Louvain clustering, path optimization) with semantic search, and executing Cypher queries on Parquet and Iceberg formats in Amazon S3. Through code samples and benchmarks, learn advanced architectures to use Neptune for multi-hop reasoning, entity linking, and context enrichment at scale. This session assumes familiarity with graph concepts and data lake architectures.

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 - Solving different data ingestion use cases with AWS (ANT330)

AWS re:Invent 2024 - Solving different data ingestion use cases with AWS (ANT330)

2024-12-07 · AWS re:Invent 2024 Watch
video
by Chinmayi Narasimhadevara (Amazon Web Services) , Rahul Sonawane (Amazon Web Services)
Agile/Scrum AWS AWS Glue Kinesis Cloud Computing Redshift

Ingesting data is typically the first step in building your data pipelines. The growing landscape of data types like unstructured data, incremental data, and open table formats such as Apache Iceberg makes it all the more critical to build durable data pipelines, land the data immediately, apply the desired schema structure, and provide quality outputs for different types of use cases. Join this session to explore specific solutions that can help solve for different data ingestion challenges. Learn about the robust architectures and key strategies for efficiently ingesting and processing data with services like AWS Glue, Amazon Kinesis, Amazon Redshift, and Amazon OpenSearch Service.

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 - [NEW LAUNCH] Amazon SageMaker Lakehouse: Accelerate analytics & AI (ANT354-NEW)

AWS re:Invent 2024 - [NEW LAUNCH] Amazon SageMaker Lakehouse: Accelerate analytics & AI (ANT354-NEW)

2024-12-05 · AWS re:Invent 2024 Watch
video
by Neeraja Rentachintala (Amazon) , Mahesh Mishra (Amazon Web Services)
Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Lake Data Lakehouse Redshift S3 Amazon SageMaker Cyber Security

Data warehouses, data lakes, or both? Explore how Amazon SageMaker Lakehouse, a unified, open, and secure data lake house simplifies analytics and AI. This session unveils how SageMaker Lakehouse provides unified access to data across Amazon S3 data lakes, Amazon Redshift data warehouses, and third-party sources without altering your existing architecture. Learn how it breaks down data silos and opens your data estate with Apache Iceberg compatibility, offering flexibility to use preferred query engines and tools that accelerate your time to insights. Discover robust security features, including consistent fine-grained access controls, that help democratize data without compromises.

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