Tag: Architecture

In this blog post, we show you how to build an event-driven and serverless solution for property leasing and search that is scalable and resilient. This solution was created for AvalonBay Communities, Inc.—a leading residential Real Estate Investment Trusts (REITs). It enables: More than 150,000 multi-parameter searches per day The processing of more than 3,500 […]

During the design of distributed systems, we have to identify a communication strategy to exchange information between different services while keeping the evolutionary nature of the architecture in mind. Event-driven architectures are based on events (facts that happened in a system), which are asynchronously exchanged to implement communication across different services while having a high […]

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 […]

Stable Diffusion is a state-of-the-art text-to-image model that generates images from text. Deploying text-to-image models such as Stable Diffusion can be difficult. Currently, Stable Diffusion requires specific computer hardware known as graphical processing units (GPUs). You can lower the bar to entry by offloading the text-to-image generation onto Amazon Web Services (AWS). Discord is a […]

When building a Customer Data Platform (CDP), advertising and marketing Independent Software Vendors (ISVs) face a unique set of challenges. The ISV can help organizations with the heavy lifting required to build, secure, and maintain near real-time, high volume CDPs. However, architecting CDPs using traditional on-premises technologies can introduce multiple complexities and can limit deployment […]

The deprecation of digital consumer identifiers, such as third-party cookies and mobile advertising IDs, and the rapid growth of data from expanding consumer touchpoints, has created challenges in identifying, managing, and reaching customers in digital channels. Organizations must rethink their strategies for collecting and storing customer data. Customer Data Platforms (CDPs) collect, aggregate, and organize […]

The adoption of the ISO 20022 messaging standard by the financial industry will benefit all participants across the payments chain: banks, market infrastructures, corporate, and consumers. By moving the SWIFT messaging and communications infrastructure stack onto AWS, customers can speed their adoption of ISO 20022. At the same time, they can reduce costs, and improve […]

From R&D through commercialization, biopharma organizations are looking to bring advanced and differentiated therapeutics to market faster. For example, the Moderna mRNA vaccine was developed and approved for emergency use in record time compared to past vaccines. AWS is the secure, trusted technology partner to help the highly regulated biopharma industry confidently increase the pace […]

Scaling based on Amazon Simple Queue Service (SQS) is a commonly used design pattern. At AWS Professional Services, we have recently used a variant of this pattern to achieve highly parallel computation for larger customers. In fact, any use case with a tree-like set of entities can use this pattern. It’s useful in a workflow […]

Up until recently, the best practice to expose an AWS Lambda function has been to use Amazon API Gateway. This solution protects your functions from direct client traffic. This is explained in the API Gateway tutorial, where Amazon API Gateway acts as a proxy in front of the Lambda function. This practice is useful when […]