148 citations · 155 across the 5 of their papers we have counts for
5 papers
Enhancing Communication Efficiency in FL with Adaptive Gradient Quantization and Communication Frequency Optimization
Asadullah Tariq, Tariq Qayyum, Mohamed Adel Serhani +3
Federated Learning (FL) enables participant devices to collaboratively train deep learning models without sharing their data with the server or other devices, effectively addressin…
Trustworthy Federated Learning: A Survey
Asadullah Tariq, Mohamed Adel Serhani, Farag Sallabi +3
Federated Learning (FL) has emerged as a significant advancement in the field of Artificial Intelligence (AI), enabling collaborative model training across distributed devices whil…
SDN Flow Entry Management Using Reinforcement Learning
Ting-Yu Mu, Ala Al-Fuqaha, Khaled Shuaib +2
Modern information technology services largely depend on cloud infrastructures to provide their services. These cloud infrastructures are built on top of datacenter networks (DCNs)…
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare
Mohammad A. Salahuddin, Ala Al-Fuqaha, Mohsen Guizani +2
We propose an agile softwarized infrastructure for flexible, cost effective, secure and privacy preserving deployment of Internet of Things (IoT) for smart healthcare applications…
Smoothing and Modeling of Video Transmission Rates over a QoS Network with Limited Bandwidth Connections
Khaled Shuaib, Farag Sallabi, Liren Zhang
Transmission of video over a limited bandwidth network is challenging due to the natural variability of video, and link characteristics. Video smoothing techniques can be used to f…