Fuzzy based collaborative task offloading scheme in the densely deployed small-cell networks with multi-access edge computing

MD Hossain, T Sultana, VD Nguyen, W Rahman… - Applied Sciences, 2020 - mdpi.com
Accelerating the development of the 5G network and Internet of Things (IoT) application,
multi-access edge computing (MEC) in a small-cell network (SCN) is designed to provide …

Fuzzy decision-based efficient task offloading management scheme in multi-tier MEC-enabled networks

MD Hossain, T Sultana, MA Hossain, MI Hossain… - Sensors, 2021 - mdpi.com
Multi-access edge computing (MEC) is a new leading technology for meeting the demands
of key performance indicators (KPIs) in 5G networks. However, in a rapidly changing …

Cooperative computation offloading for multi-access edge computing in 6G mobile networks via soft actor critic

C Sun, X Wu, X Li, Q Fan, J Wen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Driven by numerous emerging services and applications of mobile devices, multi-access
edge computing (MEC) is regarded as a promising technique for massive Internet of Things …

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
Billions of devices are connected to the Internet of Things (IoT). These devices generate a
large volume of data, which poses an enormous burden on conventional networking …

Fuzzy-assisted mobile edge orchestrator and SARSA learning for flexible offloading in heterogeneous IoT environment

TT Khanh, TH Hai, MD Hossain, EN Huh - Sensors, 2022 - mdpi.com
In the era of heterogeneous 5G networks, Internet of Things (IoT) devices have significantly
altered our daily life by providing innovative applications and services. However, these …

Collaborative task offloading for overloaded mobile edge computing in small-cell networks

MD Hossain, LNT Huynh, T Sultana… - 2020 International …, 2020 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) enhances mobile cloud computing capabilities by fetching
services close to the edge of the network, which adds 4C (Computing, Communication …

Edge orchestration based computation peer offloading in MEC-enabled networks: a fuzzy logic approach

MD Hossain, T Sultana, MA Hossain… - 2021 15th International …, 2021 - ieeexplore.ieee.org
Multi-Access Edge Computing (MEC) is a promising candidate to handle the enormous
computation demands of many emerging applications and the ever-growing user's quality-of …

Collaborative cloud-edge-end task offloading in MEC-based small cell networks with distributed wireless backhaul

H Xiao, J Huang, Z Hu, M Zheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Collaborative cloud-edge-end computing is a promising solution to support computation-
intensive and latency-sensitive tasks by utilizing rich computing resources of cloud …

Enhanced multi-objective gorilla troops optimizer for real-time multi-user dependent tasks offloading in edge-cloud computing

KM Hosny, AI Awad, MM Khashaba, MM Fouda… - Journal of Network and …, 2023 - Elsevier
This research paper investigates Mobile Edge Computing (MEC) networks, which involve
numerous wireless devices transferring their computation tasks to various edge servers and …

Collaborative computation offloading for multiaccess edge computing over fiber–wireless networks

H Guo, J Liu - IEEE Transactions on Vehicular Technology, 2018 - ieeexplore.ieee.org
By offloading the computation tasks of the mobile devices (MDs) to the edge server, mobile-
edge computing (MEC) provides a new paradigm to meet the increasing computation …