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We’ve watched in awe as the use of real-world generative AI has changed the tech landscape, and while we at the Architecture Blog happily participated, we also made every effort to stay true to our channel’s original scope, and your readership this last year has proven that decision was […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/02/24/archblog-1041-featurepng-1114x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/wellright-modernizes-to-an-event-driven-architecture-to-manage-bursty-and-unpredictable-traffic/" property="url" rel="bookmark"><img width="1024" height="579" 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2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/architecture/category/architecture/" title="View all posts in Architecture"><span property="articleSection">Architecture</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/aws-well-architected/" title="View all posts in AWS Well-Architected"><span property="articleSection">AWS Well-Architected</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/aws-well-architected/aws-well-architected-framework/" title="View all posts in AWS Well-Architected Framework"><span property="articleSection">AWS Well-Architected Framework</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/learning-levels/intermediate-200/" title="View all posts in Intermediate (200)"><span property="articleSection">Intermediate (200)</span></a></span></span> <span><a 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href="mailto:?subject=Realizing%20twelve-factors%20with%20the%20AWS%20Well-Architected%20Framework&body=Realizing%20twelve-factors%20with%20the%20AWS%20Well-Architected%20Framework%0A%0Ahttps://aws.amazon.com/blogs/architecture/realizing-twelve-factors-with-the-aws-well-architected-framework/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/architecture/realizing-twelve-factors-with-the-aws-well-architected-framework/" title="Link to Realizing twelve-factors with the AWS Well-Architected Framework" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Organizations that are interested in improving their development velocity that follow the principles of the twelve-factor app might find benefits in understanding how to realize those concepts on Amazon Web Services (AWS). In this post, I will help you correlate the twelve-factors app concepts as you architect solutions on AWS.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/29/Serverless-Retry-Mechanism-1-952x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/create-a-serverless-custom-retry-mechanism-for-stateless-queue-consumers/" property="url" rel="bookmark"><img width="1024" height="677" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/29/Serverless-Retry-Mechanism-1-1024x677.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/architecture/create-a-serverless-custom-retry-mechanism-for-stateless-queue-consumers/" property="url" rel="bookmark"><span property="name headline">Create a serverless custom retry mechanism for stateless queue consumers</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Kaizad Wadia</span></span></span> <span>on <time property="datePublished" datetime="2025-02-11T09:44:03-08:00">11 FEB 2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/architecture/category/application-integration/amazon-eventbridge/" title="View all posts in Amazon EventBridge"><span property="articleSection">Amazon EventBridge</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/messaging/amazon-simple-queue-service-sqs/" title="View all posts in Amazon Simple Queue Service (SQS)"><span 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<span property="author" typeof="Person"><span property="name">John O'Donnell</span></span></span> <span>on <time property="datePublished" datetime="2025-02-05T11:04:42-08:00">05 FEB 2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/architecture/category/artificial-intelligence/amazon-machine-learning/amazon-bedrock/" title="View all posts in Amazon Bedrock"><span property="articleSection">Amazon Bedrock</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/artificial-intelligence/amazon-comprehend-medical/" title="View all posts in Amazon Comprehend Medical"><span property="articleSection">Amazon Comprehend Medical</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/artificial-intelligence/amazon-machine-learning/" title="View all posts in Amazon Machine Learning"><span property="articleSection">Amazon Machine Learning</span></a>, <a 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href="https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/" property="url" rel="bookmark"><img width="1024" height="400" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/28/arch-1098-arch-diag-1024x400.png" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/" property="url" rel="bookmark"><span property="name headline">How Nielsen uses serverless concepts on Amazon EKS for big data processing with Spark workloads</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Shani Adadi Kazaz</span></span>, <span property="author" typeof="Person"><span property="name">Opher Dubrovsky</span></span>, and <span property="author" typeof="Person"><span property="name">Tal Hibner</span></span></span> <span>on <time property="datePublished" datetime="2025-01-28T08:37:22-08:00">28 JAN 2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/architecture/category/compute/amazon-kubernetes-service/" title="View all posts in Amazon Elastic Kubernetes Service"><span property="articleSection">Amazon Elastic Kubernetes Service</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/analytics/amazon-emr/amazon-emr-on-eks/" title="View all posts in Amazon EMR on EKS"><span property="articleSection">Amazon EMR on EKS</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/messaging/amazon-simple-queue-service-sqs/" title="View all posts in Amazon Simple Queue Service (SQS)"><span property="articleSection">Amazon Simple Queue Service (SQS)</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/post-types/customer-solutions/" title="View all posts in Customer Solutions"><span property="articleSection">Customer Solutions</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/post-types/customer-solutions/experience-based-acceleration/" title="View all posts in Experience-Based Acceleration"><span property="articleSection">Experience-Based Acceleration</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/" property="url">Permalink</a></span> <span><a href="https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/#Comments"><i class="icon-comment"></i> Comments</a> </span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=How%20Nielsen%20uses%20serverless%20concepts%20on%20Amazon%20EKS%20for%20big%20data%20processing%20with%20Spark%20workloads&via=awscloud&url=https://aws.amazon.com/blogs/architecture/how-nielsen-uses-serverless-concepts-on-amazon-eks-for-big-data-processing-with-spark-workloads/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" 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We start by examining the initial challenges Nielsen faced and the root causes behind these issues. Then, we explore Nielsen’s solution: running Spark on Amazon Elastic Kubernetes Service (Amazon EKS) while adopting serverless concepts.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/22/featured-images-arch-1134-1120x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/enhance-the-resilience-of-critical-workloads-by-architecting-with-multiple-aws-regions/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/22/featured-images-arch-1134-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/architecture/enhance-the-resilience-of-critical-workloads-by-architecting-with-multiple-aws-regions/" property="url" rel="bookmark"><span property="name headline">Enhance the resilience of critical workloads by architecting with multiple AWS Regions</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">John Formento</span></span></span> <span>on <time property="datePublished" datetime="2025-01-22T08:11:25-08:00">22 JAN 2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/architecture/category/compute/amazon-ec2/" title="View all posts in Amazon EC2"><span property="articleSection">Amazon EC2</span></a>, <a href="https://aws.amazon.com/blogs/architecture/category/aws-well-architected/" title="View all posts in AWS Well-Architected"><span property="articleSection">AWS 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this post, we will share how you can use multi-Region as an architectural approach to achieve higher resilience on Amazon Web Services (AWS). This approach relies on first operating a workload across multiple Availability Zones within an AWS Region, before expanding to achieve even higher resilience by using multiple Regions.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/06/ARCHBLOG-1059-Image03-1260x574.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/tvs-supply-chain-solutions-built-a-file-transfer-platform-using-aws-transfer-family-for-as2-for-b2b-collaboration/" property="url" rel="bookmark"><img width="1024" height="466" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2025/01/06/ARCHBLOG-1059-Image03-1024x466.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/architecture/tvs-supply-chain-solutions-built-a-file-transfer-platform-using-aws-transfer-family-for-as2-for-b2b-collaboration/" property="url" rel="bookmark"><span property="name headline">TVS Supply Chain Solutions built a file transfer platform using AWS Transfer Family for AS2 for B2B collaboration</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Suresh Kanniappan</span></span>, <span property="author" typeof="Person"><span property="name">Sandeep Aggarwal</span></span>, <span property="author" typeof="Person"><span property="name">Sundari K Murali</span></span>, and <span property="author" typeof="Person"><span property="name">A. 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For supply chain providers facing similar challenges, this solution offers a blueprint for modernizing file transfer systems while maintaining compliance with industry standards.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2024/12/23/Rental-Blog-Solution-architecture-Picture2-1.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/transform-lease-agreement-workflows-with-amazon-bedrock/" property="url" rel="bookmark"><img width="468" height="231" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2024/12/23/Rental-Blog-Solution-architecture-Picture2-1.png" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col 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We examine a practical approach to tackle challenges such as processing high volumes of lease agreements, maintaining compliance with varied regulatory requirements.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2024/11/19/fig2-digital-farming-1260x574.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/architecture/efficient-satellite-imagery-supply-with-aws-serverless-at-basf-digital-farming-gmbh/" property="url" rel="bookmark"><img width="1024" height="467" src="https://d2908q01vomqb2.cloudfront.net/fc074d501302eb2b93e2554793fcaf50b3bf7291/2024/11/19/fig2-digital-farming-1024x467.png" class="attachment-large size-large wp-post-image" alt="Serverless implementation of the new imagery service" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/architecture/efficient-satellite-imagery-supply-with-aws-serverless-at-basf-digital-farming-gmbh/" property="url" rel="bookmark"><span property="name headline">Efficient satellite imagery supply with AWS Serverless at BASF Digital Farming GmbH</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Kevin S. 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This necessitates providing the most recent satellite imagery available as quickly as possible. This blog post describes the serverless architecture developed by BASF Digital Farming for efficiently downloading and supplying […]</p> </section> </div> </div> </article> <div class="blog-pagination"> <div class="lb-btn"> <a href="https://aws.amazon.com/blogs/architecture/page/2/" class="lb-btn-p"><span>← Older posts</span></a> </div> </div> </main> </div> </div> <div class="awsm"> <footer id="aws-page-footer" class="m-page-footer" role="contentinfo"> <div class="data-attr-wrapper lb-none-v-margin lb-xb-grid-wrap" style="background-color:#141f2e;" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="footer" data-da-so-version="a"> <div class="lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-3 lb-large-xb-5"> <div class="lb-xbcol"> <div class="data-attr-wrapper lb-small-hide lb-btn" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" 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