A survey of optimization algorithms for fog computing service placement

MS Raghavendra, P Chawla… - … and optimization (trends …, 2020 - ieeexplore.ieee.org
Fog framework uses the optimization algorithms to distribute the IoT application modules, …
fog environment feasible for the IoT application placement problem with optimization algorithms

Optimized task scheduling on fog computing environment using meta heuristic algorithms

KPN Jayasena… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
… , implementing WOA algorithm in a new application in fog environment can be presented. …
of the task scheduling in fog computing, Whale optimization Algorithm and three case studies. …

[HTML][HTML] Evolutionary algorithms to optimize task scheduling problem for the IoT based bag-of-tasks application in cloud–fog computing environment

BM Nguyen, H Thi Thanh Binh, T The Anh, D Bao Son - Applied Sciences, 2019 - mdpi.com
… In this paper, we concentrate on task scheduling problem in Cloud–Fog environment, a …
(TCaS) algorithm is proposed to solve this problem. The major objective of the TCaS algorithm is …

A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment

M Ghobaei-Arani, A Shahidinejad - Expert Systems with Applications, 2022 - Elsevier
… for deploying IoT applications on the fog infrastructure. Our proposed solution … fog nodes
to determine an efficient service placement plan using the whale optimization algorithm (WOA) …

Resource scheduling in fog environment using optimization algorithms for 6g networks

G Goel, R Tiwari - International Journal of Software Science and …, 2022 - igi-global.com
… in the Fog Environment based on 6G networks and explore the role of optimization techniques
… PSO, GA, and Round-Robin algorithm on parameters Cost, makespan, average execution …

Advanced optimization technique for scheduling IoT tasks in cloud-fog computing environments

M Abd Elaziz, L Abualigah, I Attiya - Future Generation Computer Systems, 2021 - Elsevier
… using an improved version of the ant colony optimization algorithm in multiprocessor
environments. The main goal of the proposed is to optimize the order of performing the given tasks. …

IoT workflow scheduling using intelligent arithmetic optimization algorithm in fog computing

M Abd Elaziz, L Abualigah… - Computational …, 2021 - Wiley Online Library
… the fuzzy clustering algorithm along with particle swarm optimization to improve user satisfaction
in fog environments. In [20], Nguyen et al. suggested an optimization method for dealing …

An efficient task scheduling approach using moth‐flame optimization algorithm for cyber‐physical system applications in fog computing

M Ghobaei‐Arani, A Souri, F Safara… - Transactions on …, 2020 - Wiley Online Library
algorithm based on moth-flame optimization algorithm to assign an optimal set of tasks to
fog … In this section, the problem of task scheduling in the fog environment is formulated. The …

Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO

FM Talaat, HA Ali, MS Saraya, AI Saleh - Knowledge and Information …, 2022 - Springer
optimization (EPSO) algorithm with an additional gradient approach to simplify the problem
of work scheduling in cloud–fog conditions. The ACO algorithm revokes the long paths [50]. …

An improved discrete harris hawk optimization algorithm for efficient workflow scheduling in multi-fog computing

D Javaheri, S Gorgin, JA Lee, M Masdari - … Computing: Informatics and …, 2022 - Elsevier
… Presenting an HMM model for computing the availability probability for each fog environment
and selecting the fog computing providers which are more available and are lightly loaded, …