Joint optimization of computational cost and devices energy for task offloading in multi-tier edge-clouds

E El Haber, TM Nguyen, C Assi - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… the task offloading problem for minimizing the NO’s costs in a multi-tier edge-cloud system
… /radio resources allocation for task offloading in multi-tier edge-clouds for minimizing the …

A survey and taxonomy on task offloading for edge-cloud computing

B Wang, C Wang, W Huang, Y Song, X Qin - IEEE Access, 2020 - ieeexplore.ieee.org
… existing research focusing on the task offloading in edge-cloud computing, a lot … offloading
technologies. Thus, in this article, we first propose a taxonomy of task offloading in edge-cloud

Task offloading and resource allocation for mobile edge computing by deep reinforcement learning based on SARSA

T Alfakih, MM Hassan, A Gumaei, C Savaglio… - IEEE …, 2020 - ieeexplore.ieee.org
… This is considered appropriate in the present study, which is concerned with the selection
of an optimal and safe path for offloading intensive tasks to the edge cloud. SARSA is an on-…

DMRO: A deep meta reinforcement learning-based task offloading framework for edge-cloud computing

G Qu, H Wu, R Li, P Jiao - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
… Faced with the rapidly changing IoT application scenarios, we cannot readjust the task
offloading decision and wireless resource allocation through recalculation every time the MEC …

A cloud–MEC collaborative task offloading scheme with service orchestration

M Huang, W Liu, T Wang, A Liu… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… key issues of task offloading decision making and specific offloading terminal … task offloading
and derives a target optimization function based on the models. Then, according to the task

Task offloading and resource scheduling in hybrid edge-cloud networks

Q Zhang, L Gui, S Zhu, X Lang - IEEE Access, 2021 - ieeexplore.ieee.org
… and remote cloud in hybrid edge-cloud … relationships among tasks, we propose two efficient
task offloading and resource scheduling schemes for hybrid edgecloud networks with full …

Dynamic task offloading and resource allocation for mobile-edge computing in dense cloud RAN

Q Zhang, L Gui, F Hou, J Chen, S Zhu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
offload computation tasks online with energy-efficient computation and radio resource
management. In this article, we investigate the task offloading … optimize the task offloading decision…

Task offloading for end-edge-cloud orchestrated computing in mobile networks

C Sun, H Li, X Li, J Wen, Q Xiong… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
… achieved good results in task offloading under their assuming … collaboration between
cloud computing and edge computing … to exploit task offloading for a collaborative End-Edge-Cloud

Task offloading with network function requirements in a mobile edge-cloud network

Z Xu, W Liang, M Jia, M Huang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… a novel task offloading problem in a mobile edgecloud network, where each offloading
task … Considering dynamic changes of task offloading request patterns over time, we further …

Task offloading for mobile edge computing in software defined ultra-dense network

M Chen, Y Hao - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
… If zij = 0, the task Qi will not be offloaded on edge cloud and processed locally. Likewise, if
zij = 1, the task i will be offloaded on edge cloud or processed locally. Here, Z is analogous to …