AWS DevOps & Developer Productivity Blog

Category: Database

Deep learning image vector embeddings at scale using AWS Batch and CDK

Applying various transformations to images at scale is an easily parallelized and scaled task. As a Computer Vision research team at Amazon, we occasionally find that the amount of image data we are dealing with can’t be effectively computed on a single machine, but also isn’t large enough to justify running a large and potentially […]

Feature toggle solution architecture

Build real-time feature toggles with Amazon DynamoDB Streams and Amazon API Gateway WebSocket APIs

Feature toggles (or feature flags) are a software development technique allowing developers to programmatically enable or disable features of an application. In practice, feature toggles control a system’s behavior by controlling conditional statements in the application code. Feature toggles have a number of use cases: Selectively enable or disable features – You can use feature […]

Solution architecture

Integrating with Aarogya Setu Open API on AWS to ensure a safe workspace

The Indian government announced the Open API Service from Aarogya Setu (ASetu) in August, 2020. It enables organizations and business entities to fetch the COVID-19 risk status of their employees or any other ASetu app users. Most office spaces have a visitor management system that controls access or logs the identities of people entering the […]

Enhancing automated database continuous integration with AWS CodeBuild and Amazon RDS Database Snapshot

In major integration merges, it’s sometimes necessary to verify the changes with existing online data. To inspect the changes with a cloned database can give us confidence to deploy to the production database. This post demonstrates how to use AWS CodeBuild and Amazon RDS Database Snapshot to verify your code revisions in both the application […]