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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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.

March 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
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).

March 2025
Pattern

New

Manage Multi-AZ failover for EMR clusters

How to automate Multi-AZ failover processes for Apache Spark-based EMR clusters by using Amazon Application Recovery Controller, to help ensure seamless data processing during infrastructure disruptions.
HTML | PDF
Tags: Analytics | DevOps

March 07, 2025
Guide

New

Choosing an AWS vector database for RAG use cases

Choose a vector database that helps to optimize the performance and efficiency of your RAG solution.
HTML | PDF
Tags: Analytics | Machine Learning | Websites & Web Apps

March 06, 2025
Guide

Updated

Using Apache Iceberg on AWS

Get started with Apache Iceberg on AWS services such as Amazon EMR, AWS Glue, and Amazon Athena. Includes best practices and recommendations for performance-tuning Iceberg on AWS at scale while optimizing costs.
HTML | PDF
Tags: Analytics

February 20, 2025

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Analytics & Big Data Blog Posts

No blog posts found that match the selected criteria.

Design patterns for implementing Hive Metastore for Amazon EMR on EKS

by Avinash Desireddy and Suvojit Dasgupta, 02/28/2025
How Rocket Companies modernized their data science solution on AWS

by Dian Xu, Joel Hawkins, Alak Eswaradass and Sajjan AVS, 02/21/2025
Batch data ingestion into Amazon OpenSearch Service using AWS Glue

by Ravikiran Rao, Vishwa Gupta and Suvojit Dasgupta, 01/13/2025
How ANZ Institutional Division built a federated data platform to enable their domain teams to build data products to support business outcomes

by Leo Ramsamy, Rada Stanic and Srinivasan Kuppusamy, 12/04/2024
Unlocking near real-time analytics with petabytes of transaction data using Amazon Aurora Zero-ETL integration with Amazon Redshift and dbt Cloud

by BP Yau, Saman Irfan, Neela Kulkarni and Raghu Kuppala, 11/27/2024

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