MLOPs Blog Series Part 3: Testing scalability of secure machine learning systems using MLOps

added by DotNetKicks
6/30/2022 3:15:54 PM


The capacity of a system to adjust to changes by adding or removing resources to meet demand is known as scalability. Here are some tests to check the scalability of your model. System tests are carried out to test the robustness of the design of a system for given inputs and expected outputs (for example, an MLOps pipeline, inference).