ODL: Opportunistic Distributed Learning for Intelligent IoT systems

Abdellatif, Alaa Awad; Khial, Noor; Helmy, Menna; Mohamed, Amr; Erbad, Aiman; Shaban, Khaled

doi:10.36227/techrxiv.24032517.v1

OCL__Opportunistic_Distributed_Machine_Learning_for_Intelligent_IoT_systems.pdf (540.2 kB)

ODL: Opportunistic Distributed Learning for Intelligent IoT systems

preprint

posted on 2023-08-28, 19:48 authored by Alaa Awad Abdellatif, Noor Khial, Menna Helmy, Amr MohamedAmr Mohamed, Aiman ErbadAiman Erbad, Khaled Shaban

In this paper, we discuss a general framework, namely Opportunistic Distributed Learning (ODL), which allows any node in the network to initiate a learning task while opportunistically leveraging local, unused distributed resources to collaboratively execute this task.