A cooperative partial computation offloading scheme for mobile edge computing enabled Internet of Things

Z Ning, P Dong, X Kong, F Xia - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
computing and MEC in Internet of Things. We start from the single user computation offloading
… Later on, the multiuser computation offloading problem is formulated as a mixed integer …

Dynamic computation offloading in edge computing for internet of things

Y Chen, N Zhang, Y Zhang… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… the tradeoff between offloading cost and performance. In this paper, we formulate the
computation offloading as an optimization problem to minimize offloading cost while providing …

Smart computational offloading for mobile edge computing in next-generation Internet of Things networks

Z Ali, ZH Abbas, G Abbas, A Numani, M Bilal - Computer Networks, 2021 - Elsevier
offloading policy in all 2 n possible offloading policies? To answer these three important
questions, in this paper, we propose a deep learning based computational offloadingoffloading

Dynamic edge computation offloading for Internet of Things with energy harvesting: A learning method

Z Wei, B Zhao, J Su, X Lu - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
… IoT device decides whether to offload the generated data to the … computation offloading
scheme for the EH MEC system. To cope with this problem, we model the computation offloading

An efficient computation offloading architecture for the Internet of Things (IoT) devices

RM Shukla, A Munir - 2017 14th IEEE Annual Consumer …, 2017 - ieeexplore.ieee.org
… Additionally, in our proposed computation offloading architecture, both … computation
offloading architecture with contemporary computation offloading models that use cloud computing. …

Edge QoE: Computation offloading with deep reinforcement learning for Internet of Things

H Lu, X He, M Du, X Ruan, Y Sun… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… of QoE, we further consider computation offloading that involves … Most previous technologies
of computation offloading with … mobile edge computing IoT networks,” IEEE Internet Things J.…

Federated learning-based computation offloading optimization in edge computing-supported internet of things

Y Han, D Li, H Qi, J Ren, X Wang - Proceedings of the ACM Turing …, 2019 - dl.acm.org
computing is emerged to complement these capability-constrained devices with an idea
offloading intensive computation … Nevertheless, computation offloading decisions concern joint …

FogR: A highly reliable and intelligent computation offloading on the Internet of Things

MT Saqib, MA Hamid - 2016 ieee region 10 conference (tencon …, 2016 - ieeexplore.ieee.org
… [12] state that with respect to Fog’s reliability concerns, computation offloading must be … of
many potential applications of reliable computation offloading. Although we have chosen a city-…

Computation offloading and resource allocation for the Internet of Things in energy-constrained MEC-enabled HetNets

L Tang, H Hu - IEEE Access, 2020 - ieeexplore.ieee.org
computation offloading algorithm. The simulation results compare the performance of the
proposed offloading … NB-IoT edge computing system,’’ IEEE Internet Things J., vol. 6, no. 3, pp. …

The W5 Framework for Computation Offloading in the Internet of Things

HH Elazhary, SF Sabbeh - IEEE Access, 2018 - ieeexplore.ieee.org
… Edge Computing/Cloud (MEC) [11] refers to edge computing in … In this paper, we introduce
the W5 computation offloading … In this framework, we formulate the offloading problem as a …