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eess.SP2020
Jointly Optimizing Dataset Size and Local Updates in Heterogeneous Mobile Edge Learning
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
This paper proposes to maximize the accuracy of a distributed machine learning (ML) model trained on learners connected via the resource-constrained wireless edge. We jointly optim…
eess.SP2018
Multi-Class Management with Sub-Class Service for Autonomous Electric Mobility On-Demand Systems
Syrine Belakaria, Mustafa Ammous, Sameh Sorour +1
Despite the significant advances in vehicle automation and electrification, the next-decade aspirations for massive deployments of autonomous electric mobility on demand (AEMoD) se…