Browsing College of Engineering by Author "Baccour, Emna"
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Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence
Baccour, Emna; Mhaisen, Naram; Abdellatif, Alaa Awad; Erbad, Aiman; Mohamed, Amr; Hamdi, Mounir; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Artificial intelligence (AI) has witnessed a substantial breakthrough in a variety of Internet of Things (IoT) applications and services, spanning from recommendation systems and speech processing applications to robotics ... -
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems
Baccour, Emna; Erbad, Aiman; Mohamed, Amr; Hamdi, Mounir; Guizani, Mohsen ( IEEE Computer Society , 2022 , Article)Although Deep Neural Networks (DNN) have become the backbone technology of several ubiquitous applications, their deployment in resource-constrained machines, e.g., Internet of Things (IoT) devices, is still challenging. ... -
Zero Touch Realization of Pervasive Artificial Intelligence as a Service in 6G Networks
Baccour, Emna; Allahham, Mhd Saria; Erbad, Aiman; Mohamed, Amr; Hussein, Ahmed Refaey; Hamdi, Mounir... more authors ... less authors ( IEEE , 2023 , Article)The vision of the upcoming 6G technologies, characterized by ultra-dense networks, low latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero touch solutions enabling self-X (e.g., ...