Join this moderated roundtable discussion group of 10-20 attendees focusing on efficient edge ML inference.
There will be several moderators per topic area to allow for multiple tables and questions will be prepared in advance. Each group will be multidisciplinary with representation from across the tech stack. Attendees who have registered for the event will be able to sign up for the roundtable discussion groups closer to the event, or via an AI Hardware & Edge AI Summit sales representative.
The subtopics to be discussed will include:
- Efficient edge-based inference on low-power devices: hardware and software optimizations
- Challenges of handling high-dimensional data at the edge for efficient inference
- Adapting machine learning models for low-power edge devices: balancing model accuracy and computational complexity
- Designing efficient edge-to-cloud communication protocols to minimize latency and optimize bandwidth usage