Cloud infrastructure term for services like AWS Sagemaker, Google Colaboratory, Microsoft Azure ML Studio

Question

There are multiple * as a service terms in cloud computing ^{[1, 2]}, e.g.

• Infrastructure as a Service (IaaS)
• Platform as a Service (PaaS)
• Software as a Service (SaaS)

But when it comes to data-related and Jupyter notebook related platforms like,

• AWS Sagemaker,
• Google Colaboratory,
• Microsoft Azure ML Studio

Where do they fall on the "Pizza" spectrum? And is there a canonical term for these "Jupyter as a service"?

Answer 1

I believe the term for these is "MLOps".

They are really a specialized kind of platform as a service, so they're comparable to PaaS on the pizza scale.