AWS Architecture Blog
Use a reusable ETL framework in your AWS lake house architecture
Data lakes and lake house architectures have become an integral part of a data platform for any organization. However, you may face multiple challenges while developing a lake house platform and integrating with various source systems. In this blog, we will address these challenges and show how our framework can help mitigate these issues. Lake […]
How Thomson Reuters monitors and tracks AWS Health alerts at scale
Thomson Reuters Corporation is a leading provider of business information services. The company’s products include highly specialized information-enabled software and tools for legal, tax, accounting and compliance professionals combined with the world’s most trusted global news service: Reuters. Thomson Reuters is committed to a cloud first strategy on AWS, with thousands of applications hosted on AWS […]
Build a serverless retail solution for endless aisle on AWS
In traditional business models, retailers handle order-fulfillment processes from start to finish—including inventory management, owning or leasing warehouses, and managing supply chains. But many retailers aren’t set up to carry additional inventory. The “endless aisle” business model is an alternative solution for lean retailers that are carrying enough in-store inventory while wanting to avoid revenue […]
AWS Cloud service considerations when modernizing account-per-tenant solutions
An increasing number of software as a service (SaaS) providers are modernizing their architectures to utilize resources more efficiently and reduce operational costs. There are multiple strategies that can be used when refining your multi-tenant architecture. This blog will look at a specific scenario where SaaS providers move from an account-per-tenant to an Amazon Elastic […]
Let’s Architect! Resiliency in architectures
What is “resiliency”, and why does it matter? When we discussed this topic in an early 2022 edition of Let’s Architect!, we referenced the AWS Well-Architected Framework, which defines resilience as having “the capability to recover when stressed by load, accidental or intentional attacks, and failure of any part in the workload’s components.” Businesses rely […]
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 […]
Content Repository for Unstructured Data with Multilingual Semantic Search: Part 2
Leveraging vast unstructured data poses challenges, particularly for global businesses needing cross-language data search. In Part 1 of this blog series, we built the architectural foundation for the content repository. The key component of Part 1 was the dynamic access control-based logic with a web UI to upload documents. In Part 2, we extend the […]
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 […]
Temporal data lake architecture for benchmark and indices analytics
Financial trading houses and stock exchanges generate enormous volumes of data in near real-time, making it difficult to perform bi-temporal calculations that yield accurate results. Achieving this requires a processing architecture that can handle large volumes of data during peak bursts, meet strict latency requirements, and scale according to incoming volumes. In this post, we’ll […]
Let’s Architect! DevOps Best Practices on AWS
DevOps has revolutionized software development and operations by fostering collaboration, automation, and continuous improvement. By bringing together development and operations teams, organizations can accelerate software delivery, enhance reliability, and achieve faster time-to-market. In this blog post, we will explore the best practices and architectural considerations for implementing DevOps with Amazon Web Services (AWS), enabling you […]