whitepaper_icon
Whitepaper

Deploying Machine Learning at Scale With Serverless Microservices

Microservices are an emerging software architecture that’s gaining traction with large enterprises and also smaller, early-stage companies. Microservices means packaging each application component in an individual piece, usually in a RESTful API endpoint.

For models and parts of a pipeline, these API endpoints can be coupled to create complex applications.

Use this whitepaper to learn:

Deploying Machine Learning at Scale With Serverless Microservices

Microservices are an emerging software architecture that’s gaining traction with large enterprises and also smaller, early-stage companies. Microservices means packaging each application component in an individual piece, usually in a RESTful API endpoint.

For models and parts of a pipeline, these API endpoints can be coupled to create complex applications.

Serverless_microservices

Use this whitepaper to learn:

  • How to overcome the challenges of deploying a monolithic architecture at scale
  • To rely on open-source libraries and tooling for the majority of your microservice efforts
  • Which tools you need to save on expensive compute costs as your ML program grows