Jul 23, 2021 · This whitepaper provides the patterns, practices and tools to consider in order to arrive at the most appropriate approach for data ingestion needs, with a focus on ingesting data from outside AWS to the AWS Cloud.

AWS modern data architecture connects your data lake, your data warehouse, and all other purpose-built stores into a coherent whole. The following figure depicts a modern data architecture on AWS.

Dec 20, 2024 · As part of my re:Invent 2024 Innovation talk, I shared three data patterns that many of our largest AWS customers have adopted. This article focuses on the “ Aggregate ” cloud data pattern, which is the most commonly adopted across AWS customers. You can also watch this six-minute video clip on the Aggregate data pattern for a quick summary.

Apr 26, 2022 · Customers are exploring building a data mesh on their AWS platform using AWS Lake Formation and sharing their data lakes across the organization.

Implement data management practices to reduce the provisioned storage required to support your workload, and the resources required to use it. Understand your data, and use storage technologies and configurations that most effectively supports the business value of …

Dec 17, 2024 · There are three data patterns that AWS customers use: Aggregate, Curate, and Extend. Almost every cloud journey starts with the first step of Aggregate, which means bringing your different data sources together in Amazon S3 so that your application owners can take advantage of the diversity and depth of data in your business.

Below is a collection of published blog posts covering different aspects of building data architectures for SaaS applications on AWS:

Nov 15, 2013 · The AWS Cloud Design Patterns (CDP) are a collection of solutions and design ideas for using AWS cloud technology to solve common systems design problems.

Oct 10, 2024 · Deepen your understanding of various AWS data stores and their ideal use cases. Study the trade-offs involved in different data access patterns, including performance, cost, and complexity considerations. Engage in practical exercises and scenario-based questions to apply these concepts effectively. Best of luck with your exam preparation.

Feb 25, 2025 · Implement access patterns that can benefit from caching data for fast retrieval of frequently accessed data. Common anti-patterns: ... AWS re:Invent 2022 - 5 great ways to reimagine your data layer with Redis AWS re:Invent 2021 - …