New Framework for Task Offloading in 5G MEC Systems
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🧬 New framework enhances task offloading in 5G MEC systems amid jamming threats. A novel joint task offloading and user scheduling (JTO-US) framework has been developed to address security challenges posed by jamming attacks in 5G mobile edge computing (MEC) systems. This framework aims to minimize both delay and task drop ratios by optimizing the scheduling of tasks and users, even in the presence of an adversarial jammer. Utilizing a genetic algorithm, the JTO-US framework outperformed traditional methods, achieving a drop ratio of 63% under high jamming probability (0.8), compared to 89% with the next best approach. The results highlight its effectiveness in managing high-priority tasks while mitigating the impact of jamming on communication and computation delays.
