SAMOA is distributed streaming machine learning (ML) framework that contains a programing abstraction for distributed streaming ML algorithms. It is a project started at Yahoo Labs Barcelona.
SAMOA enables development of new ML algorithms without dealing with the complexity of underlying streaming processing engines (SPE, such as Apache Storm and Apache S4). SAMOA users can develop distributed streaming ML algorithms once and execute the algorithms in multiple SPEs, i.e., code the algorithms once and execute them in multiple SPEs.
To use MOA methods inside SAMOA take a look at