Distributed task allocation in mobile device cloud exploiting federated learning and subjective logic

P Roy, S Sarker, MA Razzaque… - Journal of Systems …, 2021 - Elsevier
Abstract Mobile Device Cloud (MDC) has become a promising and lucrative cloud
environment that exploit nearby mobile devices' idle resources to improve compute …

SO‐VMEC: service offloading in virtual mobile edge computing using deep reinforcement learning

M Laroui, H Ibn‐Khedher, M Ali Cherif… - Transactions on …, 2022 - Wiley Online Library
Abstract Service offloading poses interesting challenges in current and next‐generation
networks. The classical network optimization algorithms are still painstakingly tune heuristics …

Quality-of-experience-aware incentive mechanism for workers in mobile device cloud

S Saha, MA Habib, T Adhikary, MA Razzaque… - IEEE …, 2021 - ieeexplore.ieee.org
Mobile device cloud (MDC) is a collaborative cloud computing platform over which
neighboring smart devices form an alliance of shared resources to mitigate resource-scarcity …

A task unloading strategy of IoT devices using deep reinforcement learning based on mobile cloud computing environment

H Qi, X Mu, Y Shi - Wireless Networks, 2020 - Springer
Aiming at the task unloading mode in cloud computing environment, the task unloading
problem for IoT devices is studied. Through theoretical analysis, we can know that in the task …

[PDF][PDF] Adaptive Computation Offloading in Mobile Edge Clouds

JME da Silva - 2021 - repositorio-aberto.up.pt
Mobile devices such as smartphones or tablets are now ubiquitous. Moreover, their
processing capabilities have been steadily increasing, making them capable of performing …

A container-based code offloading framework for mobile edge computing applications

HM Dur - 2021 - open.metu.edu.tr
Recently, the use of mobile devices has increased tremendously. This leads to the growing
complexity and diversification of mobile applications. However, mobile devices generally do …

[PDF][PDF] Scalable and Dynamic Offloading of Resource Rich Mobile Application

A Srinivasan - 2020 - norma.ncirl.ie
There has been a recent growth in the usage of smartphones and complex applications. The
hardware specifications of these smartphones vary but the computing complexity in real-time …

Distributed edge computing for enhanced IoT devices and new generation network efficiency

M Laroui - 2022 - theses.hal.science
Traditional cloud infrastructure will face a series of challenges due to the centralization of
computing, storage, and networking in a small number of data centers, and the long …

[引用][C] Scalable and Dynamic Offloading of Resource

A Srinivasan - 2020