AWS Architecture Blog

Category: Amazon Simple Queue Service (SQS)

X-ray images are sent to AWS HealthImaging and an Amazon SageMaker endpoint extracts insights.

Improving medical imaging workflows with AWS HealthImaging and SageMaker

Medical imaging plays a critical role in patient diagnosis and treatment planning in healthcare. However, healthcare providers face several challenges when it comes to managing, storing, and analyzing medical images. The process can be time-consuming, error-prone, and costly. There’s also a radiologist shortage across regions and healthcare systems, making the demand for this specialty increases […]

Topic fanout pattern based on Amazon SQS and Amazon SNS

Best practices for implementing event-driven architectures in your organization

Event-driven architectures (EDA) are made up of components that detect business actions and changes in state, and encode this information in event notifications. Event-driven patterns are becoming more widespread in modern architectures because: they are the main invocation mechanism in serverless patterns. they are the preferred pattern for decoupling microservices, where asynchronous communications and event […]

Invoking Asynchronous External APIs architecture

Invoking asynchronous external APIs with AWS Step Functions

External vendor APIs can help organizations streamline operations, reduce costs, and provide better services to their customers. But many challenges exist in integrating with third-party services such as security, reliability, and cost. Organizations must ensure their systems can handle performance issues or downtime. In some cases, calling an external API may have associated costs such […]

Solution architecture for S3 Glacier object restore

Genomics workflows, Part 4: processing archival data

Genomics workflows analyze data at petabyte scale. After processing is complete, data is often archived in cold storage classes. In some cases, like studies on the association of DNA variants against larger datasets, archived data is needed for further processing. This means manually initiating the restoration of each archived object and monitoring the progress. Scientists […]

Amazon S3 antivirus and antimalware scanning architecture workflow

How USAA built an Amazon S3 malware scanning solution

United Services Automobile Association (USAA) is a San Antonio-based insurance, financial services, banking, and FinTech company supporting millions of military members and their families. USAA has partnered with Amazon Web Services (AWS) to digitally transform and build multiple USAA solutions that help keep members safe and save members money and time. Why build a S3 […]

Launchmetrics backend architecture

How Launchmetrics improves fashion brands performance using Amazon EC2 Spot Instances

Launchmetrics offers its Brand Performance Cloud tools and intelligence to help fashion, luxury, and beauty retail executives optimize their global strategy. Launchmetrics initially operated their whole infrastructure on-premises; however, they wanted to scale their data ingestion while simultaneously providing improved and faster insights for their clients. These business needs led them to build their architecture […]

AWS managed services help in building resilient infrastructures (click the image to enlarge)

A multi-dimensional approach helps you proactively prepare for failures, Part 2: Infrastructure layer

Distributed applications resiliency is a cumulative resiliency of applications, infrastructure, and operational processes. Part 1 of this series explored application layer resiliency. In Part 2, we discuss how using Amazon Web Services (AWS) managed services, redundancy, high availability, and infrastructure failover patterns based on recovery time and point objectives (RTO and RPO, respectively) can help in […]

Application coordination across accounts and single AWS Region

Coordinating large messages across accounts and Regions with Amazon SNS and SQS

Many organizations have applications distributed across various business units. Teams in these business units may develop their applications independent of each other to serve their individual business needs. Applications can reside in a single Amazon Web Services (AWS) account or be distributed across multiple accounts. Applications may be deployed to a single AWS Region or […]

Asynchronous architecture for batch resampling for call-recording files on Amazon S3

Serverless architecture for optimizing Amazon Connect call-recording archival costs

In this post, we provide a serverless solution to cost-optimize the storage of contact-center call recordings. The solution automates the scheduling, storage-tiering, and resampling of call-recording files, resulting in immediate cost savings. The solution is an asynchronous architecture built using AWS Step Functions, Amazon Simple Queue Service (Amazon SQS), and AWS Lambda. Amazon Connect provides an […]