Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues

H Tran-Dang, S Bhardwaj, T Rahim… - Journal of …, 2022 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

A survey on matching theory for distributed computation offloading in iot-fog-cloud systems: Perspectives and open issues

H Tran-Dang, DS Kim - IEEE Access, 2022 - ieeexplore.ieee.org
Fog computing has been widely integrated in the IoT-based systems, creating IoT-Fog-
Cloud (IFC) systems to improve the system performances and satisfy the quality of services …

Multi-objective parallel task offloading and content caching in D2D-aided MEC networks

Z Xiao, J Shu, H Jiang, JCS Lui, G Min… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In device to device (D2D) aided mobile edge computing (MEC) networks, by implementing
content caching and D2D links, the edge server and nearby mobile devices can provide task …

Task offloading in fog computing: A survey of algorithms and optimization techniques

N Kumari, A Yadav, PK Jana - Computer Networks, 2022 - Elsevier
The exponential growth in Internet of Things (IoT) devices and the limitations of cloud
computing in terms of latency and quality of service for time-sensitive applications have led …

FRATO: Fog resource based adaptive task offloading for delay-minimizing IoT service provisioning

H Tran-Dang, DS Kim - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

Task offloading with multi-tier computing resources in next generation wireless networks

K Wang, J Jin, Y Yang, T Zhang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
With the development of next-generation wireless networks, the Internet of Things (IoT) is
evolving towards the intelligent IoT (iIoT), where intelligent applications usually have …

Joint task offloading and caching for massive MIMO-aided multi-tier computing networks

K Wang, W Chen, J Li, Y Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, a massive multiple-input multiple-output (MIMO) relay assisted multi-tier
computing (MC) system is employed to enhance the task computation. We investigate the …

Distributed offloading in overlapping areas of mobile-edge computing for Internet of Things

J Huang, M Wang, Y Wu, Y Chen… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
With the maturity of 5G cellular communication systems and mobile-edge computing (MEC),
a large number of base stations (BSs) with edge-computing servers are densely deployed …

6G network AI architecture for everyone-centric customized services

Y Yang, M Ma, H Wu, Q Yu, P Zhang, X You… - arXiv preprint arXiv …, 2022 - arxiv.org
Mobile communication standards were developed for enhancing transmission and network
performance by using more radio resources and improving spectrum and energy efficiency …

Delay-sensitive task offloading in vehicular fog computing-assisted platoons

Q Wu, S Wang, H Ge, P Fan, Q Fan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicles in platoons need to process many tasks to support various real-time vehicular
applications. When a task arrives at a vehicle, the vehicle may not process the task due to its …