Archives: 2022 Publications

Monday, May 16, 2022

2022 IEEE WCNC: An IoT-Aware VNF Placement Proof of Concept in a Hybrid Edge-Cloud Smart City Environment

Yousef Rafique, Aris Leivadeas, and Mohamed Ibnkahla   Network operators are faced with a strategic puzzle on how to balance limited resource availability, dynamic IoT traffic requirements, and dynamic IoT device behavior in an end-to-end communication paradigm. This work formally defines the IoT-aware Virtual Network Function (VNF) placement... More

Monday, May 16, 2022

2022 IEEE WCNC: Irradiance and Temperature Forecasting for Energy Harvesting Units in IoT Sensors using SARIMA-KF

Mohamed Azzam, Zied Bouida, and Mohamed Ibnkahla   Although the market valuation and adoption of IoT in various sectors is in an uptrend, the actual deployment is lagging when compared to the industrial forecasted data. The main reason behind this drawback is the lifespan of IoT devices due to their limited battery capacities. A... More

Wednesday, May 11, 2022

IEEE Internet of Things Journal: Edge-Based Federated Deep Reinforcement Learning for IoT Traffic Management

Abdallah Jarwan and Mohamed Ibnkahla   The wide adoption of large-scale Internet of Things (IoT) systems has led to an unprecedented increase in backhaul traffic congestion, making it critical to optimize traffic management at the network edge. In IoT systems, the backhaul network is supported by various backhauling technologies that have... More

Saturday, February 19, 2022

IEEE Internet of Things Journal Publication: Node Embedding for Security-Aware Clustering of Mobile Information-Centric Sensor Networks

Anastassia Gharib and Mohamed Ibnkahla   In cluster-based Information-Centric Wireless Sensor Networks (ICWSNs), mobile sensor nodes are grouped into clusters in rounds. In each cluster, a Cluster Head (CH) is selected, which collects, aggregates, and forwards locally sensed data to a sink node. CHs further store a copy of data for the round... More

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