OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints

Distributed ML at the network edge is a promising paradigm that can preserve both network bandwidth and privacy of data providers. However, heterogeneity and limited computation and communication r...