Architecture Best Practices for Analytics & Big Data

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Keynotes
Innovation Talks
Architecture Sessions
Breakout Sessions

CEO Keynote with Matt Garman

Explore how AWS is reinventing foundational building blocks as well as developing brand-new experiences, with AWS CEO Matt Garman. (2:45:54)

Dr. Werner Vogels Keynote

Watch Dr. Werner Vogels as he shares the critical lessons and strategies he has learned for managing increasingly complex systems. (1:50:13)

Keynote with Dr. Swami Sivasubramanian

Dr. Swami Sivasubramanian explains how you can use a strong data foundation to create innovative solutions for your customers. (1:47:40)
Architectural methods & breakthroughs for innovative apps in the cloud

Learn how to modernize applications using cutting-edge tools and techniques to navigate the rapidly evolving cloud landscape. (1:01:02)

Building the future of cloud operations at any scale

Watch this talk to learn how you can transform your IT operations to be more agile, resilient, efficient, and secure. (1:00:29)

Generative AI in action: From prototype to production

This talk explores the best practices required to help you realize generative AI's full, scalable potential, driving tangible business value. (56:54)
Architectural best practices throughout the lifecycle

In this session, learn how to integrate architectural best practices at every stage of your workload’s lifecycle. (54:42)

Building core capabilities: The secret to innovation at scale

Join this session to gain actionable strategies and start your journey toward scalable disruption and cost-efficient innovation. (43:57)

How not to sabotage your transformation

Explore mental models based on real-world experiences designed to help organizations assess their competitiveness. (37:11)
Innovations in AWS analytics: Data processing

This session provides an in-depth look at new capabilities to optimize data processing with AWS analytics services. (59:28)

Build large-scale transactional data lakes with open table formats

Learn best practices for operating tables at scale, focusing on high performance, cost optimization, and operational excellence. (55:10)

Build highly performant data solutions with serverless analytics

We show how serverless AWS analytics services make it easier to quickly build event-driven data pipelines and microservice architectures. (49:33)

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Pattern

New

Set up centralized logging at enterprise scale

Use Terraform and AWS services to build a secure, scalable framework for centralizing logs from multiple AWS accounts and services. The goal is to enable enterprise-scale logging management across complex AWS deployments.
HTML | PDF
Tags: DevOps | Management & Governance

June 06, 2025
AWS Solution

Updated

Amazon Marketing Cloud Uploader from AWS

Deploy this solution to easily upload first-party signals into Amazon Marketing Cloud (AMC) for evaluating and planning advertising campaigns.

May 2025
AWS Solution

Updated

QnABot on AWS

Deploy a multi-channel, multi-language conversational interface (chatbot) that responds to your customer's questions, answers, and feedback, powered by large language models (LLMs).

April 2025
Guide

Updated

Defining Amazon S3 bucket and path names for data lake layers

Create a consistent naming standard for Amazon S3 buckets and paths in data lakes hosted on the AWS Cloud.
HTML | PDF
Tags: Analytics | Storage & Backup

April 22, 2025
Guide

Updated

Archiving MySQL data on AWS

Archive historical data in Amazon S3 with minimal impact to your application.
HTML | PDF
Tags: Databases

April 11, 2025
Guide

New

Creating RAG solutions on AWS for healthcare

Use large language models in Amazon Bedrock to build a Retrieval Augmented Generation application for the healthcare industry.
HTML | PDF
Tags: Machine Learning

March 14, 2025

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Analytics & Big Data Blog Posts

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Architecture patterns to optimize Amazon Redshift performance at scale

by Eddie Yao, Julia Beck and Scott St. Martin, 06/03/2025
Powering global payout intelligence: How MassPay uses Amazon Redshift Serverless and zero-ETL to drive deeper analytics.

by Yossi Shlomo and Milind Oke, 06/02/2025
Petabyte-scale data migration made simple: AppsFlyer’s best practice journey with Amazon EMR Serverless

by Roy Ninio, Avichay Marciano, Eitav Arditti and Yonatan Dolan, 05/12/2025
How Flutter UKI optimizes data pipelines with AWS Managed Workflows for Apache Airflow

by Monica Cujerean, Ionut Hedesiu, Nidhi Agrawal, John Kellet and Sidhanth Muralidhar, 04/29/2025
Design patterns for implementing Hive Metastore for Amazon EMR on EKS

by Avinash Desireddy and Suvojit Dasgupta, 02/28/2025

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