[PDF][PDF] Optimized Min-Min task scheduling algorithm for scientific workflows in a cloud environment

SS Murad, R Badeel, N Salih, A Alsandi… - J. Theor. Appl. Inf …, 2022 - researchgate.net
Resource allocation and cloudlets scheduling are fundamental problems in a cloud
computing environment. The scheduled cloudlets must be executed efficiently by using the …

Efficiency aware scheduling techniques in cloud computing: a descriptive literature review

MU Sana, Z Li - PeerJ Computer Science, 2021 - peerj.com
In the last decade, cloud computing becomes the most demanding platform to resolve issues
and manage requests across the Internet. Cloud computing takes along terrific opportunities …

Cost-aware scheduling systems for real-time workflows in cloud: An approach based on genetic algorithm and deep reinforcement learning

J Zhang, L Cheng, C Liu, Z Zhao, Y Mao - Expert Systems with Applications, 2023 - Elsevier
With the development of cloud computing, a growing number of applications are migrating to
a cloud environment. In the process, the real-time scheduling of workflows has gradually …

Scoring and dynamic hierarchy-based NSGA-II for multiobjective workflow scheduling in the cloud

H Li, B Wang, Y Yuan, M Zhou, Y Fan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cloud computing becomes a promising technology to reduce computation cost by providing
users with elastic resources and application-deploying environments as a pay-per-use …

A multi-objective quantum-inspired genetic algorithm for workflow healthcare application scheduling with hard and soft deadline constraints in hybrid clouds

M Hussain, LF Wei, F Abbas, A Rehman, M Ali… - Applied Soft …, 2022 - Elsevier
Recently, the use of quantum cloud computing for different applications has been
increasing. For instance, weather forecasting, financial modeling, healthcare, and …

Reliability-aware multi-objective memetic algorithm for workflow scheduling problem in multi-cloud system

S Qin, D Pi, Z Shao, Y Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the development of cloud computing, multi-cloud systems have become common
platforms for hosting and executing workflow applications in recent years. However, the …

Scientific workflow scheduling in multi-cloud computing using a hybrid multi-objective optimization algorithm

A Mohammadzadeh, M Masdari - Journal of Ambient Intelligence and …, 2023 - Springer
Multi-cloud is the use of multiple cloud computing in a single heterogeneous architecture.
Workflow scheduling in multi-cloud computing is an NP-Hard problem for which many …

A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach

Y Asghari Alaie, M Hosseini Shirvani… - The Journal of …, 2023 - Springer
Heterogeneous cloud datacenters are well-suited and cost-efficient platforms for execution
of scientific workflows requested from academics. Workflow scheduling algorithms have …

Bi-objective scheduling algorithm for scientific workflows on cloud computing platform with makespan and monetary cost minimization approach

M Hosseini Shirvani, R Noorian Talouki - Complex & Intelligent Systems, 2022 - Springer
Scheduling of scientific workflows on hybrid cloud architecture, which contains private and
public clouds, is a challenging task because schedulers should be aware of task inter …

Energy and cost-aware workflow scheduling in cloud computing data centers using a multi-objective optimization algorithm

A Mohammadzadeh, M Masdari… - Journal of Network and …, 2021 - Springer
A multi-objective optimization approach is suggested here for scientific workflow task-
scheduling problems in cloud computing. More frequently, scientific workflow involves a …