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 …

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 …

A GSA based hybrid algorithm for bi-objective workflow scheduling in cloud computing

A Choudhary, I Gupta, V Singh, PK Jana - Future Generation Computer …, 2018 - Elsevier
Workflow Scheduling in cloud computing has drawn enormous attention due to its wide
application in both scientific and business areas. This is particularly an NP-complete …

Multi-objective scheduling strategy for scientific workflows in cloud environment: A firefly-based approach

M Adhikari, T Amgoth, SN Srirama - Applied Soft Computing, 2020 - Elsevier
Cloud computing is a distributed computing paradigm, that provides infrastructure and
services to the users using the pay-as-you-use billing model. With the increasing demands …

A hybrid multi-objective particle swarm optimization for scientific workflow scheduling

A Verma, S Kaushal - Parallel Computing, 2017 - Elsevier
Now-a-days, Cloud computing is a technology which eludes provision cost while providing
scalability and elasticity to accessible resources on a pay-per-use basis. To satisfy the …

A hybrid algorithm for multi-objective scientific workflow scheduling in IaaS cloud

Y Gao, S Zhang, J Zhou - IEEE Access, 2019 - ieeexplore.ieee.org
With the increase in deployment of scientific workflow applications on an IaaS cloud
computing environment, the distribution of workflow tasks to particular cloud instances to …

A hybrid metaheuristic for multi-objective scientific workflow scheduling in a cloud environment

N Anwar, H Deng - Applied sciences, 2018 - mdpi.com
Cloud computing has emerged as a high-performance computing environment with a large
pool of abstracted, virtualized, flexible, and on-demand resources and services. Scheduling …

[HTML][HTML] Cost and makespan-aware workflow scheduling in hybrid clouds

J Zhou, T Wang, P Cong, P Lu, T Wei… - Journal of Systems …, 2019 - Elsevier
Benefiting from rich resources and virtualization technologies, hybrid cloud has emerged as
a promising solution to processing large-scale scientific workflow applications for users in a …

Multi-objective scheduling of scientific workflows in multisite clouds

J Liu, E Pacitti, P Valduriez, D De Oliveira… - Future Generation …, 2016 - Elsevier
Clouds appear as appropriate infrastructures for executing Scientific Workflows (SWfs). A
cloud is typically made of several sites (or data centers), each with its own resources and …

Cost-time efficient scheduling plan for executing workflows in the cloud

A Verma, S Kaushal - Journal of Grid Computing, 2015 - Springer
Abstract The emergence of Cloud Computing as a model of service provisioning in
distributed systems instigated researchers to explore its pros and cons on executing different …