An improved hybrid swarm intelligence for scheduling iot application tasks in the cloud

I Attiya, M Abd Elaziz, L Abualigah… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The usage of cloud services is growing exponentially with the recent advancement of
Internet of Things (IoT)-based applications. Advanced scheduling approaches are needed to …

Aquila optimizer based PSO swarm intelligence for IoT task scheduling application in cloud computing

L Abualigah, MA Elaziz, N Khodadadi… - … meta-heuristics and …, 2022 - Springer
This paper introduces IAO, a new swarm intelligence approach for addressing the challenge
of task scheduling in cloud computing. The proposed method uses conventional Aquila …

An efficient Swarm-Intelligence approach for task scheduling in cloud-based internet of things applications

HR Boveiri, R Khayami, M Elhoseny… - Journal of Ambient …, 2019 - Springer
In our rapidly-growing big-data area, often the big sensory data from Internet of Things (IoT)
cannot be sent directly to the far data-center in an efficient way because of the limitation in …

AdPSO: adaptive PSO-based task scheduling approach for cloud computing

S Nabi, M Ahmad, M Ibrahim, H Hamam - Sensors, 2022 - mdpi.com
Cloud computing has emerged as the most favorable computing platform for researchers
and industry. The load balanced task scheduling has emerged as an important and …

Enhanced flower pollination algorithm for task scheduling in cloud computing environment

T Bezdan, M Zivkovic, M Antonijevic, T Zivkovic… - Machine learning for …, 2021 - Springer
Cloud computing technology refers to on-demand access to services, applications, and
infrastructure that runs on a distributed network utilizing virtualized resources. In the cloud …

Enhanced multi-verse optimizer for task scheduling in cloud computing environments

SE Shukri, R Al-Sayyed, A Hudaib, S Mirjalili - Expert Systems with …, 2021 - Elsevier
Cloud computing is a trending technology that allows users to use computing resources
remotely in a pay-per-use model. One of the main challenges in cloud computing …

Hybrid task scheduling strategy for cloud computing by modified particle swarm optimization and fuzzy theory

N Mansouri, BMH Zade, MM Javidi - Computers & Industrial Engineering, 2019 - Elsevier
As the world is progressing towards more efficient computing and faster approaches, cloud
computing is a popular computing model to such increasing requirements. In order to …

An improved particle swarm optimization algorithm for task scheduling in cloud computing

P Pirozmand, H Jalalinejad, AAR Hosseinabadi… - Journal of Ambient …, 2023 - Springer
In the context of cloud computing, the task scheduling issue has an immediate effect on
service quality. Task scheduling is the process of assigning work to available resources …

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
Cloud-fog computing frameworks are emerging paradigms developed to add benefits to the
current Internet of Things (IoT) architectures. In such frameworks, task scheduling plays a …

Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic

A Chhabra, KC Huang, N Bacanin… - The Journal of …, 2022 - Springer
Usually, a large number of concurrent bag-of-tasks (BoTs) application execution requests
are submitted to cloud data centers (CDCs), which needs to be optimally scheduled on the …