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A. Darif

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Open access Sep 2026

SEQUENCE-TO-SEQUENCE DEEP LEARNING FOR DEPENDENCY-AWARE TASK OFFLOADING IN MULTI-ACCESS EDGE COMPUTING

The proliferation of Internet of Things (IoT) devices and resource-intensive applications has placed growing pressure on computation, storage, and network resources. Cloud computing helps, but its centralized nature adds latency that delay-sensitive services cannot tolerate, whereas Multi-Access Edge Computing (MEC), b...

M. El Hajji, Abdessamad Chaou, Oussama Lagnfdi et al. · 0 citations
Open access Jul 2026

TWO-AGENT REINFORCEMENT LEARNING FOR TASK OFFLOADING IN IOT-MEC NETWORKS

The rapid proliferation of Internet of Things (IoT) devices has placed unprecedented pressure on the network edge, where applications such as augmented reality, real-time analytics, and autonomous navigation demand low latency and tight energy budgets that traditional cloud-centric architectures cannot meet. Multi-acce...

Oussama Lagnfdi, Marouane Myyara, A. Darif · 0 citations

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