Optimization of load balancing and task scheduling in cloud computing environments using artificial neural networks-based binary particle swarm optimization (BPSO)

MI Alghamdi - Sustainability, 2022 - mdpi.com
As more people utilize the cloud, more employment opportunities become available. With
constraints such as a limited make-span, a high utilization rate of available resources …

Low-time complexity and low-cost binary particle swarm optimization algorithm for task scheduling and load balancing in cloud computing

JPB Mapetu, Z Chen, L Kong - Applied Intelligence, 2019 - Springer
With the increasing large number of cloud users, the number of tasks is growing
exponentially. Scheduling and balancing these tasks amongst different heterogeneous …

[HTML][HTML] A pair-based task scheduling algorithm for cloud computing environment

SK Panda, SS Nanda, SK Bhoi - Journal of King Saud University-Computer …, 2022 - Elsevier
In the cloud computing environment, scheduling algorithms show the vital role of finding a
possible schedule of the tasks. Extant literatures have shown that the task scheduling …

Heuristic load balancing based zero imbalance mechanism in cloud computing

L Kong, JPB Mapetu, Z Chen - Journal of Grid Computing, 2020 - Springer
Cloud computing using virtualization technology has emerged as a new paradigm of large-
scale distributed computing. One of its fundamental challenges is to schedule a vast amount …

Efficient load balancing algorithm for task preprocessing in fog computing environment

AB Manju, S Sumathy - … Computing and Applications: Proceedings of the …, 2019 - Springer
Focus and research on fog computing environment is increasing in recent days.
Orchestrating the resources in the fog computing environment and distributing the task with …

Sustainable task scheduling strategy in cloudlets

D Mukherjee, S Nandy, S Mohan, YD Al-Otaibi… - … Informatics and Systems, 2021 - Elsevier
Cloudlet is an important part of providing cloud services in Mobile Edge Computing (MEC)
with sustainability. As the number of mobile users grows rapidly in the current era, the load …

A heuristic-based task scheduling policy for qos improvement in cloud

G Tripathi, R Kumar - International Journal of Cloud Applications and …, 2022 - igi-global.com
Cloud computing is a big step in the parallel and distributed computing that offers pervasive
access to the entire stack of computing resources located in the data center via the Internet …

Development of a new task scheduling in cloud computing

N Bansal, AK Singh - … Journal of System Assurance Engineering and …, 2023 - Springer
Several toolkits are in use to execute cloud applications for technology development.
Workflow Sim Toolkit is one of them. It captures the flow of work in a systematic manner and …

Load balancing in cloud computing using worst-fit bin-stretching

S Dhahbi, M Berrima, FAM Al-Yarimi - Cluster Computing, 2021 - Springer
Cloud computing has emerged as a new cost-efficient technology that provides on-demand
resources over the Internet for users who pay only for their actual use. Load balancing plays …

A load-balancing approach using an improved simulated annealing algorithm

M Hanine, EH Benlahmar - Journal of Information Processing …, 2020 - koreascience.kr
Cloud computing is an emerging technology based on the concept of enabling data access
from anywhere, at any time, from any platform. The exponential growth of cloud users has …