AWS Architecture Blog

Category: Amazon DynamoDB

IBM Instana architecture on AWS

Realtime monitoring of microservices and cloud-native applications with IBM Instana SaaS on AWS

Customers are adopting microservices architecture to build innovative and scalable applications on Amazon Web Services (AWS). These microservices applications are deployed across multiple AWS services, and customers are looking for comprehensive observability solutions that can help them effectively monitor and manage the performance of their applications in real-time. IBM Instana is a fully automated application […]

Data lake architecture with OpenSearch

Text analytics on AWS: implementing a data lake architecture with OpenSearch

Text data is a common type of unstructured data found in analytics. It is often stored without a predefined format and can be hard to obtain and process. For example, web pages contain text data that data analysts collect through web scraping and pre-process using lowercasing, stemming, and lemmatization. After pre-processing, the cleaned text is […]

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 […]

Workflow manager for genomics workflows

Genomics workflows, Part 3: automated workflow manager

Genomics workflows are high-performance computing workloads. Life-science research teams make use of various genomics workflows. With each invocation, they specify custom sets of data and processing steps, and translate them into commands. Furthermore, team members stay to monitor progress and troubleshoot errors, which can be cumbersome, non-differentiated, administrative work. In Part 3 of this series, […]

Let's Architect

Let’s Architect! Architecting with Amazon DynamoDB

NoSQL databases are an essential part of the technology industry in today’s world. Why are we talking about NoSQL databases? NoSQL databases often allow developers to be in control of the structure of the data, and they are a good fit for big data scenarios and offer fast performance. In this issue of Let’s Architect!, […]

How GraphQL works

What to consider when modernizing APIs with GraphQL on AWS

In the next few years, companies will build over 500 million new applications, more than has been developed in the previous 40 years combined (see IDC article). API operations enable innovation. They are the “front door” to applications and microservices, and an integral layer in the application stack. In recent years, GraphQL has emerged as […]

Architecture overview

Integrating Salesforce with AWS DynamoDB using Amazon AppFlow bi-directionally

In this blog post, we demonstrate how to integrate Salesforce Lightning with Amazon DynamoDB by using Amazon AppFlow and Amazon EventBridge services bi-directionally. This is an event-driven, serverless-based microservice, allowing Salesforce users to update configuration data stored in DynamoDB tables without giving AWS account access from AWS Command Line Interface or AWS Management Console. This […]

Example use case architecture

Extending your SaaS platform with AWS Lambda

Software as a service (SaaS) providers continuously add new features and capabilities to their products to meet their growing customer needs. As enterprises adopt SaaS to reduce the total cost of ownership and focus on business priorities, they expect SaaS providers to enable customization capabilities. Many SaaS providers allow their customers (tenants) to provide customer-specific […]

Overview of USAA architecture automation workflow to manage AWS account metadata

How to track AWS account metadata within your AWS Organizations

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 an AWS […]

Figure 7. Final optimized architecture

Use direct service integrations to optimize your architecture

When designing an application, you must integrate and combine several AWS services in the most optimized way for an effective and efficient architecture: Optimize for performance by reducing the latency between services Optimize for costs operability and sustainability, by avoiding unnecessary components and reducing workload footprint Optimize for resiliency by removing potential point of failures […]