AWS Architecture Blog

Running machine learning (ML) inference on large datasets is a challenge faced by many companies. There are several approaches and architecture patterns to help you tackle this problem. But no single solution may deliver the desired results for efficiency and cost effectiveness. In this blog post, we will outline a few factors that can help […]

AWS App2Container is a command line tool that you can install on a server to automate the containerization of applications. This simplifies the process of migrating a single server to containers. But if you have a fleet of servers, the process of migrating all of them could be quite time-consuming. In this situation, you can […]

This year, AWS customers took on sustainability challenges, including energy efficient building management, environmental and social governance reporting, and near-real-time renewable energy plant monitoring. Underscoring these unique and compelling projects is a need to understand, at the developer level, how to architect sustainably. So, this year, we’re excited to share sustainability content at re:Invent to […]

The AWS Architecture Center provides new and notable reference architecture diagrams, vetted architecture solutions, AWS Well-Architected best practices, whitepapers, and more. This blog post features some of our best picks from the new and newly updated content we released in the past month.  1. AWS Security at the Edge This new whitepaper provides the foundations for […]

When selecting managed database services in AWS, it’s important to understand how data transfer charges are calculated – whether it’s relational, key-value, document, in-memory, graph, time series, wide column, or ledger. This blog will outline the data transfer charges for several AWS managed database offerings to help you choose the most cost-effective setup for your […]

Caution: The solution covered in this blog post works on AWS Landing Zone 2.4.5 and lower, and AWS Control Tower 2.9 and lower. To use it in higher versions, you need to use a separate IAM password policy template for IamPasswordPolicy baseline and change the deployment target to a management account for the EnableNotifications baseline […]

Businesses are expanding their footprint on Amazon Web Services (AWS) and are adopting a multi-account strategy to help isolate and manage business applications and data. In the multi-account strategy, it is common to have business applications deployed in one account accessing an Amazon Simple Storage Service (Amazon S3) encrypted bucket from another AWS account. When […]

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IT developers are frequently looking for an analytics system that tracks app user behavior and engagement with various marketing campaigns. It can be challenging to differentiate between use cases and advantages of utilizing Long Codes, Short Codes and Toll-Free numbers to feed into interaction analytics. With Amazon Pinpoint, developers can learn how each user prefers […]

Many large enterprises, startups, and public sector entities maintain different deployment environments within multiple Amazon Web Services (AWS) accounts to securely develop, test, and deploy their applications. Maintaining separate AWS accounts for different deployment stages is a standard practice for organizations. It helps developers limit the blast radius in case of failure when deploying updates […]