Knowledge reuse in edge computing environments

Qianyu Long, Kostas Kolomvatsos, Christos Anagnostopoulos

Abstract: Highlights•A novel paradigm of model reusability at the network edge trading-off quality of analytics and resource utilization.•A novel statistical learning model for pairwise similarity of edge nodes’ datasets.•A lightweight monitoring and maintenance mechanism for model reusability over data streams.