Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions

Chaoyue Niu, Yucheng Ding, Junhui Lu +7

The conventional cloud-based large model learning framework is increasingly constrained by latency, cost, personalization, and privacy concerns. In this survey, we explore an emerg…