Reinforcement learning-based computation resource allocation scheme for 5G fog-radio access network

N Khumalo, O Oyerinde, L Mfupe - 2020 Fifth International …, 2020 - ieeexplore.ieee.org
Fog computing has emerged as one of the key building blocks of fifth generation mobile
networks (5G) because of its ability to effectively meet the demands of real-time or latency …

An optimal task scheduling towards minimized cost and response time in fog computing infrastructure

HK Apat, B sahoo Compt, K Bhaisare… - 2019 international …, 2019 - ieeexplore.ieee.org
Due to the transformation and expansion of Internet of Things (IoT), a large number of
services are deployed on the edge of the network to provide the services to the end users …

An energy aware task scheduling model using ant-mating optimization in fog computing environment

S Ghanavati, J Abawajy, D Izadi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Fog computing has become a platform of choice for executing emerging applications with
low latency requirements. Since the devices in fog computing tend to be resource constraint …

RAPTS: resource aware prioritized task scheduling technique in heterogeneous fog computing environment

M Hussain, S Nabi, M Hussain - Cluster Computing, 2024 - Springer
Abstract The Internet of Things (IoT) is an emerging technology incorporating various
hardware devices and software applications to exchange, analyze, and process a huge …

A joint computational and resource allocation model for fast parallel data processing in fog computing

M Lakzaei, V Sattari-Naeini… - The Journal of …, 2022 - Springer
Fog computing can be an effective way to improve quality of services and solve network
problems, with the demand for real-time, latency-sensitive applications increasing as well as …

A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm

AM Yadav, KN Tripathi, SC Sharma - The Journal of Supercomputing, 2022 - Springer
With the rapid increase in the functionality of IoT applications, the services provided by
edge/IoT devices have surged in the recent past. Fog computing is gaining momentum as a …

Quality-aware energy efficient scheduling model for fog computing comprised IoT network

N Potu, S Bhukya, C Jatoth, P Parvataneni - Computers & Electrical …, 2022 - Elsevier
The present phase of the IoT (Internet of Things) networks has no limits to perform loaded
data transmissions and computational requirements, which is made possible by Fog …

aTask scheduling approaches in fog computing: A survey

P Hosseinioun, M Kheirabadi… - Transactions on …, 2022 - Wiley Online Library
The advent of the Internet of Things brings a wave of research, technology, and computing.
The Internet of Things has brought a concept called the fog computing, which has launched …

An Extensive Study of Scheduling the Task using Load Balance in Fog Computing

B Sandhiya, RA Canessane - 2023 International Conference …, 2023 - ieeexplore.ieee.org
The proliferation of IoT has resulted in a rise in the demand for services provided by the fog
layer, a novel dispersed computing pattern that supplements cloud computing. The fog …

Mobility aware-task scheduling and virtual fog for offloading in IoT-fog-cloud environment

KM Matrouk, AD Matrouk - Wireless Personal Communications, 2023 - Springer
Abstract The Internet of Things (IoT) is an emerging technology that provides services to any
smart device at any place. Due to the large volume of data and dynamicity, the IoT …