Cris hogra is director of the international interactive computing collaboration. He has worked on jupiter hub, which serves multiple jupiter sessions via some kind of centralized cloud info structure. cris hogra: I also work a lot binder project, which focuses on more like scientific reproducability and a unsharable computing environment.