STEROCEN: Simulation and Training Environment for Resource Orchestration in Cloud-Edge Networks

M Ferens, D Hortelano, I De Miguel… - … on Network of the …, 2024 - ieeexplore.ieee.org
Large scale deployment of Internet-of-Things (IoT) devices is projected to grow in the
coming years. These devices are expected to be low-cost while supporting applications with …

Distributed Task Offloading in MEC Networks for Temporary Peaks in Demand

C Anzola-Rojas, RJD Barroso… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
Multi-Access Edge Computing (MEC) network planning is performed considering a forecast
of estimated workload in each coverage zone with the aim of offloading computationally …

Research on Persistent Advantage Learning Based Deep Q Network for Computational Offloading in Edge Computing

C Wang, M Zuo, S Liu, D Li - … on Advanced Cloud and Big Data …, 2023 - ieeexplore.ieee.org
Due to the increased data transmission and response latency resulting from offloading
computational tasks to the cloud in multi-user device scenarios, we construct a typical three …