The Eclipse AI, Cloud & Edge (AICE) is an Eclipse Working Group, currently in construction, to promote the advancement, development and experimentation of open source software for AI, Cloud & Edge technologies. It also manages and operates an open lab (the “AICE OpenLab”) that provides a set of resources to achieve these goals.
The AICE WG and the associated AICE OpenLab achieve this by:
Are you interested in joining AICE? It’s easy, the working group is open to everyone.
First step to join us is to subscribe to the AICE mailing list that can be found on the Eclipse mailing lists page. Archives can be browsed here.
If you would like to more actively engage with the initiative, please contact Florent Zara or Gaël Blondelle.
We also hold monthly meetings to discuss actions, organise events and monitor progress of our various tasks.
Meetings are announced on the mailing list.
We worked with AICE to audit our current setup and improve the performance of our MLOps pipeline for epileptic seizure detection. We started from a working, although non-optimal, prototype and turned it into a fully optimised, reproducible and scalable workflow that can be seamlessly deployed almost anywhere.
We now have a clean and well-structured repository that we can reuse for future developments, and a set of established best practices to help us build and deliver better software solutions.