Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysis.

ABSTRACT: A key aspect of neuroscience research is the development of powerful, general-purpose data analyses that process large datasets. Unfortunately, modern data analyses have a hidden dependence upon complex computing infrastructure (e.g., software and hardware), which acts as an unaddressed deterrent to analysis users. Although existing analyses are increasingly shared as open-source software, the infrastructure and knowledge needed to deploy these analyses efficiently still pose significant barriers to use. In this work, we develop Neuroscience Cloud Analysis As a Service (NeuroCAAS): a fully automated open-source analysis platform offering automatic infrastructure reproducibility for any data analysis. We show how NeuroCAAS supports the design of simpler, more powerful data analyses and that

SUBMITTER: Abe T 

PROVIDER: S-EPMC9464703 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature