AWS Architecture Blog

Category: Compute

AWS Cloud architecture diagram for the PACIFIC platform showing a multi-layered system. At the top, a PACIFIC Web Client connects to an Identity & Authorization layer containing Amazon Cognito, AWS IAM, and AWS Secrets Manager. Traffic flows through AWS WAF to an Application Load Balancer within a VPC, which distributes requests to Amazon ECS (AWS Fargate) hosting four containerized microservices: core-modules, integration-module, pcf-exchange-module, and edc-dtr-module. These modules connect to Amazon RDS for relational database storage and Amazon S3 for object storage. External integrations at the bottom include BASF Product Carbon Footprint Services, an EDC/DTR Service Provider, and the Catena-X Automotive Network. The diagram illustrates a secure, microservices-based architecture for automotive industry carbon footprint data exchange.

PACIFIC enables multi-tenant, sovereign product carbon footprint exchange on the Catena-X data space using AWS

This post explores how PACIFIC enables multi-tenant, sovereign PCF exchange on the Catena-X data space using Amazon Elastic Container Service (Amazon ECS) on AWS Fargate, Amazon Cognito, and AWS Identity and Access Management (IAM) to deliver measurable environmental impact and competitive advantage in a carbon-conscious marketplace.

WS microservices architecture diagram showing ECS Fargate services, API Gateway, Cognito auth, DynamoDB, and CloudWatch monitoring

Build a multi-tenant configuration system with tagged storage patterns

In this post, we demonstrate how you can build a scalable, multi-tenant configuration service using the tagged storage pattern, an architectural approach that uses key prefixes (like tenant_config_ or param_config_) to automatically route configuration requests to the most appropriate AWS storage service. This pattern maintains strict tenant isolation and supports real-time, zero-downtime configuration updates through event-driven architecture, alleviating the cache staleness problem.

How Generali Malaysia optimizes operations with Amazon EKS

In this post, we look at how Generali is using Amazon EKS Auto Mode and its integration with other AWS services to enhance performance while reducing operational overhead, optimizing costs, and enhancing security.

This diagram shows the AWS architecture of Santander's Catalyst platform that provides AI capabilities to teams across the company.

Digital Transformation at Santander: How Platform Engineering is Revolutionizing Cloud Infrastructure

Santander faced a significant technical challenge in managing an infrastructure that processes billions of daily transactions across more than 200 critical systems. The solution emerged through an innovative platform engineering initiative called Catalyst, which transformed the bank’s cloud infrastructure and development management. This post analyzes the main cases, benefits, and results obtained with this initiative.

AWS multi-account architecture diagram showing hierarchical organization with Root, Audit, Monitoring, Deployment, and Tenant accounts containing various AWS services

6,000 AWS accounts, three people, one platform: Lessons learned

This post describes why ProGlove chose a account-per-tenant approach for our serverless SaaS architecture and how it changes the operational model. It covers the challenges you need to anticipate around automation, observability and cost. We will also discuss how the approach can affect other operational models in different environments like an enterprise context.

Mastering millisecond latency and millions of events: The event-driven architecture behind the Amazon Key Suite

In this post, we explore how the Amazon Key team used Amazon EventBridge to modernize their architecture, transforming a tightly coupled monolithic system into a resilient, event-driven solution. We explore the technical challenges we faced, our implementation approach, and the architectural patterns that helped us achieve improved reliability and scalability. The post covers our solutions for managing event schemas at scale, handling multiple service integrations efficiently, and building an extensible architecture that accommodates future growth.

How Salesforce migrated from Cluster Autoscaler to Karpenter across their fleet of 1,000 EKS clusters

This blog post examines how Salesforce, operating one of the world’s largest Kubernetes deployments, successfully migrated from Cluster Autoscaler to Karpenter across their fleet of 1,000 plus Amazon Elastic Kubernetes Service (Amazon EKS) clusters.

Architecting conversational observability for cloud applications

In this post, we walk through building a generative AI–powered troubleshooting assistant for Kubernetes. The goal is to give engineers a faster, self-service way to diagnose and resolve cluster issues, cut down Mean Time to Recovery (MTTR), and reduce the cycles experts spend finding the root cause of issues in complex distributed systems.

How BASF’s Agriculture Solutions drives traceability and climate action by tokenizing cotton value chains using Amazon Managed Blockchain

BASF Agricultural Solutions combines innovative products and digital tools with practical farmer knowledge. This post explores how Amazon Managed Blockchain can drive a positive change in the agricultural industry by tokenizing food and cotton value chains for traceability, climate action, and circularity.