30 citations · 73 across the 4 of their papers we have counts for
4 papers
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems
Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad +1
As deep neural networks continue to expand and become more complex, most edge devices are unable to handle their extensive processing requirements. Therefore, the concept of distri…
Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks
Emna Baccour, Mhd Saria Allahham, Aiman Erbad +3
The vision of the upcoming 6G technologies, characterized by ultra-dense network, low latency, and fast data rate is to support Pervasive AI (PAI) using zero-touch solutions enabli…
Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer
Rami Hamdi, Ahmed Ben Said, Emna Baccour +4
Remote monitoring systems analyze the environment dynamics in different smart industrial applications, such as occupational health and safety, and environmental monitoring. Specifi…
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems
Emna Baccour, Aiman Erbad, Amr Mohamed +2
Although Deep Neural Networks (DNN) have become the backbone technology of several ubiquitous applications, their deployment in resource-constrained machines, e.g., Internet of Thi…