Architecture

Last updated: November 4, 2024 (in progress)

At Vertical, transparency is key. Our architecture provides a clear view on how everything works behind the scenes. Since we’re still developing, the architecture might change along the way and we'll keep this page updated with our latest progress.

Pipeline for Model Deployment and Query Execution

Front-end

• Amazon CloudFront: Content delivery network (CDN) service.

• React: Javascript framework we use to build our dynamic user interfaces, leveraging reusable UI components.

• Typescript: Superset of JavaScript with static typing, so our developers catch errors early and improve code quality and maintainability.

Back-end

• Amazon EC2 (Elastic Compute Cloud) : Provides scalable virtual servers in the cloud that we use to run Docker applications.

• Docker: Provides portable containers that make it easy to develop, ship, and run our applications anywhere.

• Amazon S3: Provides a secure cloud storage for our models and data.

• Amazon ECR (Elastic Container Registry): Container image registry to store, manage and deploy Docker container images.

• AWS Lambda: Serverless compute service that runs code automatically based on specific events.

• Akash: Decentralized computing power using a distributed network of GPUs. We will use this network to deliver necessary computing power to our users in a cost-effective way.