A review of swarm intelligence algorithms deployment for scheduling and optimization in cloud computing environments

Y Qawqzeh, MT Alharbi, A Jaradat… - PeerJ Computer Science, 2021 - peerj.com
Background This review focuses on reviewing the recent publications of swarm intelligence
algorithms (particle swarm optimization (PSO), ant colony optimization (ACO), artificial bee …

Multi-objective task scheduling optimization for load balancing in cloud computing environment using hybrid artificial bee colony algorithm with reinforcement learning

B Kruekaew, W Kimpan - IEEE Access, 2022 - ieeexplore.ieee.org
Workload balancing in cloud computing is still challenging problem, especially in
Infrastructure as a Service (IaaS) in the cloud model. A problem that should not occur during …

Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation

SS Sefati, M Mousavinasab… - The Journal of …, 2022 - Springer
The introduction of cloud computing has brought about significant developments in
information technology. Users can benefit from the multitude of cloud technology services …

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 …

A binary Bird Swarm Optimization based load balancing algorithm for cloud computing environment

K Mishra, SK Majhi - Open Computer Science, 2021 - degruyter.com
Task scheduling and load balancing are a concern for service providers in the cloud
computing environment. The problem of scheduling tasks and balancing loads in a cloud is …

Hybrid genetic algorithm and modified-particle swarm optimization algorithm (GA-MPSO) for predicting scheduling virtual machines in educational cloud platforms

S Supreeth, K Patil - … Journal of Emerging Technologies in Learning …, 2022 - learntechlib.org
Cloud computing is expanding gradually as the number of educational applications is
rapidly increasing. To get Educational cloud services, internet connectivity is predominantly …

Enhancement of health care services based on cloud computing in IOT environment using hybrid swarm intelligence

KM Hassan, A Abdo, A Yakoub - IEEE Access, 2022 - ieeexplore.ieee.org
Healthcare services (HCS) based on cloud computing and the Internet of Things are a great
opportunity for the development of medical information technology. Task scheduling in cloud …

A survey of energy-saving technologies in cloud data centers

H Cheng, B Liu, W Lin, Z Ma, K Li, CH Hsu - The Journal of …, 2021 - Springer
As an important part of the new infrastructure, the cloud data center is developing rapidly,
and its energy consumption problem is becoming more and more prominent. Therefore …

Garra Rufa‐inspired optimization technique

AS Jaber, HA Abdulbari, NA Shalash… - … Journal of intelligent …, 2020 - Wiley Online Library
Natural selection has inspired researchers to develop and apply several intelligent
optimization techniques in the past few decades. Generally, in artificial intelligence …

[HTML][HTML] A dynamic load scheduling in IaaS cloud using binary JAYA algorithm

K Mishra, J Pati, SK Majhi - Journal of King Saud University-Computer and …, 2022 - Elsevier
Datacenters receive dynamic workloads with disparate specifications to be scheduled on
virtual machines (VMs). These unpredictable, alarmingly growing workloads with varying …