A Systematic Literature Review of Genetic Algorithm-Based Approaches for Cloud Task Scheduling

HT Ciptaningtyas, AM Shiddiqi… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Cloud computing offers a promising approach to efficiently distribute tasks and workflows
among virtual resources. Optimal scheduling of these resources is crucial to maximize the …

Task scheduling in cloud computing based on meta-heuristics: review, taxonomy, open challenges, and future trends

EH Houssein, AG Gad, YM Wazery… - Swarm and Evolutionary …, 2021 - Elsevier
Cloud computing is a recently looming-evoked paradigm, the aim of which is to provide on-
demand, pay-as-you-go, internet-based access to shared computing resources (hardware …

An improved genetic algorithm using greedy strategy toward task scheduling optimization in cloud environments

Z Zhou, F Li, H Zhu, H Xie, JH Abawajy… - Neural Computing and …, 2020 - Springer
Cloud computing is an emerging distributed system that provides flexible and dynamically
scalable computing resources for use at low cost. Task scheduling in cloud computing …

A Hybrid Method Based on Gravitational Search and Genetic Algorithms for Task Scheduling in Cloud Computing

X ZHANG - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Cloud computing has emerged as a novel technology that offers convenient and cost-
effective access to a scalable pool of computing resources over the internet. Task …

Probability-Based Crossover Genetic Algorithm for Task Scheduling in Cloud Computing

S Al Shamaa, W Shi… - 2023 6th Conference on …, 2023 - ieeexplore.ieee.org
In order to meet the rising demand for cloud services and remain in compliance with Service
Level Agreements (SLA), service providers require effective task scheduling solutions …

[PDF][PDF] Swarm and Evolutionary Computation

EH Houssein, AG Gad, YM Wazery, PN Suganthan - app.cafeprozhe.com
abstract Cloud computing is a recently looming-evoked paradigm, the aim of which is to
provide on-demand, pay-asyou-go, internet-based access to shared computing resources …

Deadline constraint heuristic-based genetic algorithm for workflow scheduling in cloud

A Verma, S Kaushal - … Journal of Grid and Utility Computing, 2014 - inderscienceonline.com
Task scheduling and resource allocation are the key challenges of cloud computing.
Compared with grid environment, data transfer is a big overhead for cloud workflows. So, the …

Research on cloud computing task scheduling based on improved evolutionary algorithm

QZ Yang, XL Xie - Proceedings of the 2020 3rd International Conference …, 2020 - dl.acm.org
In the research of cloud computing, the advantages and disadvantages of cloud task
scheduling algorithm will affect the operation efficiency and service quality of the whole …

A Comprehensive Review of Task Scheduling Problem in Cloud Computing: Recent Advances and Comparative Analysis

J González-San-Martín, L Cruz-Reyes… - New Horizons for Fuzzy …, 2024 - Springer
Cloud computing has become one of the most studied information technologies by
researchers since in recent years it has emerged as a dominant paradigm for the delivery of …

[HTML][HTML] A third generation genetic algorithm NSGAIII for task scheduling in cloud computing

L Imene, S Sihem, K Okba, B Mohamed - Journal of King Saud university …, 2022 - Elsevier
Task scheduling in the cloud is perceived as a difficult Multi-objective optimization problem.
It refers to the assignment of user tasks on the available cloud virtual machines. This …