Current and future data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) by the NSF BIO division.

<p>Current and future data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) by the NSF BIO division.</p

Current (grey) and future (blue) data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) (percent responding affirmatively, 387 ≤ <i>n</i> ≤ 551).

<p>Current (grey) and future (blue) data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) (percent responding affirmatively, 387 ≤ <i>n</i> ≤ 551).</p

Unmet data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) (percent responding negatively, 318 ≤ <i>n</i> ≤ 510).

<p>Unmet data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs) (percent responding negatively, 318 ≤ <i>n</i> ≤ 510).</p

Current and future data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs): Bioinformaticians versus others, large versus small research groups.

<p>Current and future data analysis needs of National Science Foundation (NSF) Biological Sciences Directorate (BIO) principal investigators (PIs): Bioinformaticians versus others, large versus small research groups.</p

iPlant CI architecture and technology components.

<p>Image credit: Monica Lent.</p

iPlant Data Store: Fabric that connects multiple CI components.

<p>Image Credit: Monica Lent.</p

Publications.

Peer-reviewed research citing the use of resources from the iPlant Collaborative (2008–2017) and CyVerse (2017-Present). Also see https://cyverse.org/publications for the latest update. (PDF)</p

Version control.

Public and private version control organizations on GitHub and GitLab for CyVerse Software, Public Container Registry, and Education. (PDF)</p

University of Arizona hardware.

On-premises resources maintained by CyVerse at the University of Arizona. DE = Discovery Environment, VICE = Virtual Interactive Compute Environment. (PDF)</p

DE applications.

How they run, where they run, and popular applications. (PDF)</p