Secure and optimized load balancing for multitier IoT and edge-cloud computing systems

WZ Zhang, IA Elgendy, M Hammad… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Mobile-edge computing (MEC) has emerged as a new computing paradigm with great
potential to alleviate resource limitations attributed to mobile device users (MDUs) by …

Efficient and secure multi-user multi-task computation offloading for mobile-edge computing in mobile IoT networks

IA Elgendy, WZ Zhang, Y Zeng, H He… - … on Network and …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a new paradigm to alleviate resource limitations of mobile
IoT networks through computation offloading with low latency. This article presents an …

Multi-objective computation sharing in energy and delay constrained mobile edge computing environments

A Bozorgchenani, F Mashhadi, D Tarchi… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In a mobile edge computing (MEC) network, mobile devices, also called edge clients, offload
their computations to multiple edge servers that provide additional computing resources …

Deep learning at the mobile edge: Opportunities for 5G networks

M McClellan, C Cervelló-Pastor, S Sallent - Applied Sciences, 2020 - mdpi.com
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing,
storage, and analysis closer to the end user. The increased speeds and reduced delay …

Energy-minimization task offloading and resource allocation for mobile edge computing in NOMA heterogeneous networks

C Xu, G Zheng, X Zhao - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been regarded as a promising technology to improve the
quality of service (QoS) of users by offloading their computation-intensive and delay …

Distributed edge computing offloading algorithm based on deep reinforcement learning

Y Li, F Qi, Z Wang, X Yu, S Shao - IEEE Access, 2020 - ieeexplore.ieee.org
As a mode of processing task request, edge computing paradigm can reduce task delay and
effectively alleviate network congestion caused by the proliferation of Internet of things (IoT) …

Multi-server multi-user multi-task computation offloading for mobile edge computing networks

L Huang, X Feng, L Zhang, L Qian, Y Wu - Sensors, 2019 - mdpi.com
This paper studies mobile edge computing (MEC) networks where multiple wireless devices
(WDs) offload their computation tasks to multiple edge servers and one cloud server …

[HTML][HTML] Energy-SLA-aware genetic algorithm for edge–cloud integrated computation offloading in vehicular networks

H Materwala, L Ismail, RM Shubair, R Buyya - Future Generation Computer …, 2022 - Elsevier
Abstract Vehicular Ad Hoc Networks (VANET) is an emerging technology that enables a
comfortable, safe, and efficient travel experience by providing mechanisms to execute …

Cloud-edge collaboration in industrial internet of things: A joint offloading scheme based on resource prediction

Z Sun, H Yang, C Li, Q Yao, D Wang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
With the continuous addition of an abundant of heterogeneous devices, the limitation of task
delay has become an obstacle to the development of the Industrial Internet of Things (IIoT) …

Computation offloading in Edge Computing environments using Artificial Intelligence techniques

G Carvalho, B Cabral, V Pereira… - Engineering Applications of …, 2020 - Elsevier
Edge Computing (EC) is a recent architectural paradigm that brings computation close to
end-users with the aim of reducing latency and bandwidth bottlenecks, which 5G …