AWS Architecture Blog

Category: Intermediate (200)

Current architecture with improved system resiliency

Journey to Adopt Cloud-Native Architecture Series: #2 – Maximizing System Throughput

In the last blog, Preparing your Applications for Hypergrowth, we talked about hypergrowth and the technical challenges it presents to companies. As a reminder, we presented an example ecommerce company running a monolithic application on Elastic Compute Cloud (HAQM EC2). This application connects with HAQM Relational Database Service (HAQM RDS). The company recently experienced a […]

Snowflake logo

Snowflake: Running Millions of Simulation Tests with HAQM EKS

This post was co-written with Brian Nutt, Senior Software Engineer and Kao Makino, Principal Performance Engineer, both at Snowflake. Transactional databases are a key component of any production system. Maintaining data integrity while rows are read and written at a massive scale is a major technical challenge for these types of databases. To ensure their […]

Cloud with lock on it

Architecting Secure Serverless Applications

Introduction Cloud security at AWS is our top priority, and we have a deep set of cloud security tools consisting of more than 200 security, compliance, and governance services and key features. It’s why a broad set of customers — from enterprises, to the public sector, to startups — continue to rely on the capabilities […]

Machine learning solution developed for customer

Building a Self-Service, Secure, and Continually Compliant Environment on AWS

Introduction If you’re an enterprise organization, especially in a highly regulated sector, you understand the struggle to innovate and drive change while maintaining your security and compliance posture. In particular, your banking customers’ expectations and needs are changing, and there is a broad move away from traditional branch and ATM-based services towards digital engagement. With […]

Optimizing application performance with Accelerated VPN connections

Improve VPN Network Performance of AWS Hybrid Cloud with Global Accelerator

Introduction Connecting on-premises data centers to AWS using AWS Site-to-Site VPN to support distributed applications is a common practice. With business expansion and acquisitions, your company’s on-premises IT footprint may grow into various geographies, with these multiple sites comprising of on-premises data centers and co-location facilities. AWS Site-to-Site VPN supports throughput up to 1.25 Gbps, […]

Common use cases with different data flows through AWS Serverless services

Liberty IT Adopts Serverless Best Practices Using AWS Cloud Development Kit

This post was co-written with Matthew Coulter, Lead Technical Architect of Global Risk at Liberty Mutual Liberty IT Solutions, part of Liberty Mutual Group, has been using AWS CloudFormation to deploy serverless applications on AWS for the last four years. These deployments typically involve defining, integrating, and monitoring services such as AWS Lambda, HAQM API […]

AWS Well-Architected

What’s New in the Well-Architected Reliability Pillar?

The new version of the Reliability pillar for AWS Well-Architected includes expanded content across all areas of reliability. Guidance on distributed system architecture has been reorganized and expanded, and new best practices have been added as part of the Well-Architected Review. There is a sharper focus on chaos engineering with more explanation and examples. We’ve […]

Global WAN

Leveraging AWS Global Backbone for Data Center Migration and Global Expansion

Update: January, 2025 AWS Direct Connect now supports directly communication between AWS Direct Connect locations using SiteLink feature. The architecture described in this post is no longer needed. Refer to Introducing AWS Direct Connect SiteLink and Advanced Routing scenarios with AWS Direct Connect SiteLink to learn more. Many companies run their applications in data centers, […]

ML Lens-Well Architected (1)

Introducing the Well-Architected Framework for Machine Learning

We have published a new whitepaper, Machine Learning Lens, to help you design your machine learning (ML) workloads following cloud best practices. This whitepaper gives you an overview of the iterative phases of ML and introduces you to the ML and artificial intelligence (AI) services available on AWS using scenarios and reference architectures. How often […]

Young man at his laptop

AWS Architecture Monthly Magazine: Education

One of the missions of the education industry is to educate the next generation of the industry-ready workforce. Whether K-12, higher education, or continuing education, enabling teachers and professors to effectively deliver curriculum and improve student performance is a goal of Education Technology (EdTech) and learning companies. Two trends for AWS use cases in education […]