Intelligent task prediction and computation offloading based on mobile-edge cloud computing

Y Miao, G Wu, M Li, A Ghoneim, M Al-Rakhami… - Future Generation …, 2020 - Elsevier
Edge computing overcomes the high communication delay shortcoming of traditional cloud
computing and provides computing services with high reliability and high bandwidth for …

Optimization of lightweight task offloading strategy for mobile edge computing based on deep reinforcement learning

H Lu, C Gu, F Luo, W Ding, X Liu - Future Generation Computer Systems, 2020 - Elsevier
With the maturity of 5G technology and the popularity of intelligent terminal devices, the
traditional cloud computing service model cannot deal with the explosive growth of business …

Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment

Z Tong, X Deng, F Ye, S Basodi, X Xiao, Y Pan - Information Sciences, 2020 - Elsevier
With the popularity of smart mobile equipment, the amount of data requested by users is
growing rapidly. The traditional centralized processing method represented by the cloud …

A novel framework for mobile-edge computing by optimizing task offloading

A Naouri, H Wu, NA Nouri, S Dhelim… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the emergence of mobile computing offloading paradigms, such as mobile-edge
computing (MEC), many Internet of Things applications can take advantage of the computing …

Joint computation offloading and resource provisioning for e dge‐cloud computing environment: A machine learning‐based approach

A Shahidinejad… - Software: Practice and …, 2020 - Wiley Online Library
In recent years, the usage of smart mobile applications to facilitate day‐to‐day activities in
various domains for enhancing the quality of human life has increased widely. With rapid …

Energy efficient task caching and offloading for mobile edge computing

Y Hao, M Chen, L Hu, MS Hossain, A Ghoneim - Ieee access, 2018 - ieeexplore.ieee.org
While augment reality applications are becoming popular, more and more data-hungry and
computation-intensive tasks are delay-sensitive. Mobile edge computing is expected to an …

Ultra-low latency multi-task offloading in mobile edge computing

H Zhang, Y Yang, X Huang, C Fang, P Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
With the development of computer technology, computational-intensive and delay-sensitive
applications are emerging endlessly, and they are limited by the computing power and …

An efficient method of computation offloading in an edge cloud platform

A Alelaiwi - Journal of Parallel and Distributed Computing, 2019 - Elsevier
In a data-rich digital world, our hand-held resource-constrained mobile devices are
restricted to performing small-to-medium-level computation processes and are incapable of …

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
Limited battery and computing resources of mobile devices (MDs) induce performance
limitations in mobile edge computing (MEC) networks. Computational offloading has the …

MR-DRO: A fast and efficient task offloading algorithm in heterogeneous edge/cloud computing environments

Z Zhang, N Wang, H Wu, C Tang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the rapid development of Internet of Things (IoT) and next-generation communication
technologies, resource-constrained mobile devices (MDs) fail to meet the demand of …