Open Challenges with the Adoption of Edge AI
Edge AI, which involves running AI algorithms on local devices rather than in centralized data centers, promises reduced latency, enhanced privacy, and lower bandwidth usage. However, several technical challenges hinder its widespread adoption. This post delves into these challenges, including computational constraints, data management issues and security concerns. Computational Constraints One of the foremost challenges