Reinforcement learning methods for computation offloading: a systematic review

Z Zabihi, AM Eftekhari Moghadam… - ACM Computing …, 2023 - dl.acm.org
Today, cloud computation offloading may not be an appropriate solution for delay-sensitive
applications due to the long distance between end-devices and remote datacenters. In …

[HTML][HTML] A survey on vehicular task offloading: Classification, issues, and challenges

M Ahmed, S Raza, MA Mirza, A Aziz, MA Khan… - Journal of King Saud …, 2022 - Elsevier
Emerging vehicular applications with strict latency and reliability requirements pose high
computing requirements, and current vehicles' computational resources are not adequate to …

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 …

RADiT: Resource allocation in digital twin-driven UAV-aided internet of vehicle networks

B Hazarika, K Singh, CP Li… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Digital twin (DT) has emerged as a promising technology for improving resource allocation
decisions in Internet of Vehicles (IoV) networks. In this paper, we consider an IoV network …

Energy management system in smart buildings based coalition game theory with fog platform and smart meter infrastructure

MA Saeed, AA Eladl, BN Alhasnawi, S Motahhir… - Scientific Reports, 2023 - nature.com
This paper proposes a central energy management system (EMS) in smart buildings. It is
based on the coalition method for optimal energy sharing between smart buildings. Game …

A systematic review of the purposes of Blockchain and fog computing integration: classification and open issues

YI Alzoubi, A Gill, A Mishra - Journal of Cloud Computing, 2022 - Springer
The fog computing concept was proposed to help cloud computing for the data processing of
Internet of Things (IoT) applications. However, fog computing faces several challenges such …

Task allocation methods and optimization techniques in edge computing: A systematic review of the literature

V Patsias, P Amanatidis, D Karampatzakis, T Lagkas… - Future Internet, 2023 - mdpi.com
Task allocation in edge computing refers to the process of distributing tasks among the
various nodes in an edge computing network. The main challenges in task allocation …

SONG: A multi-objective evolutionary algorithm for delay and energy aware facility location in vehicular fog networks

MM Hussain, AT Azar, R Ahmed, S Umar Amin… - Sensors, 2023 - mdpi.com
With the emergence of delay-and energy-critical vehicular applications, forwarding sense-
actuate data from vehicles to the cloud became practically infeasible. Therefore, a new …

A collaborative computation and offloading for compute-intensive and latency-sensitive dependency-aware tasks in dew-enabled vehicular fog computing: A federated …

K Mishra, GNV Rajareddy, U Ghugar… - … on Network and …, 2023 - ieeexplore.ieee.org
The demand for vehicular networks is prolifically emerging as it supports advancing in
capabilities and qualities of vehicle services. However, this vehicular network cannot solely …

DRL-based computation offloading with queue stability for vehicular-cloud-assisted mobile edge computing systems

G Ma, X Wang, M Hu, W Ouyang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Computation offloading is considered as a promising method to improve computation
performance of Intelligent Vehicles (IVs), where IVs can offload resource-hungry …