Geoweaver: a web-based prototype system for managing compound geospatial workflows of large-scale distributed deep networks

2019-01-30T17:20:59Z (GMT) by Ziheng Sun Liping Di
Geoweaver is a web system allowing users to easily compose and execute full-stack deep learning workflows via taking advantage of online spatial data facilities, high-performance computation platforms, and open-source deep learning libraries. It is a perfect alternative solution to SSH client (e.g., Putty), FTP client, and scientific workflow software. The presentation was given during the session "ESIP Lab Innovation: Deep Learning, Data Streaming, Provenance, JupyterHub and MORE!" at the Earth Science Information Partners (ESIP) Winter Meeting in January 2019.