SAMOA: Scalable Advanced Massive Online Analysis
Abstract
SAMOA (Scalable Advanced Massive Online Analysis) is a platform for mining big data streams. It provides a collection of distributed streaming algorithms for the most common data mining and machine learning tasks such as classification, clustering, and regression, as well as programming abstractions to develop new algorithms. It features a pluggable architecture that allows it to run on several distributed stream processing engines such as Storm, S4, and Samza. SAMOA is written in Java, is open source, and is available at samoa-project.net under the Apache Software License version 2.0.
Cite
Text
Morales and Bifet. "SAMOA: Scalable Advanced Massive Online Analysis." Machine Learning Open Source Software, 2015.Markdown
[Morales and Bifet. "SAMOA: Scalable Advanced Massive Online Analysis." Machine Learning Open Source Software, 2015.](https://mlanthology.org/mloss/2015/morales2015jmlr-samoa/)BibTeX
@article{morales2015jmlr-samoa,
title = {{SAMOA: Scalable Advanced Massive Online Analysis}},
author = {Morales, Gianmarco De Francisci and Bifet, Albert},
journal = {Machine Learning Open Source Software},
year = {2015},
pages = {149-153},
volume = {16},
url = {https://mlanthology.org/mloss/2015/morales2015jmlr-samoa/}
}