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cs.LG2023
Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach
Maad Ebrahim, Abdelhakim Senhaji Hafid, Mohamed Riduan Abid
Fog computing emerged as a promising paradigm to address the challenges of processing and managing data generated by the Internet of Things (IoT). Load balancing (LB) plays a cruci…
cs.DC2023★ 15 cited
Privacy-Aware Load Balancing in Fog Networks: A Reinforcement Learning Approach
Maad Ebrahim, Abdelhakim Hafid
In this paper, we propose a load balancing algorithm based on Reinforcement Learning (RL) to optimize the performance of Fog Computing for real-time IoT applications. The algorithm…