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 …

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 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 …

IFFO: an improved fruit fly optimization algorithm for multiple workflow scheduling minimizing cost and makespan in cloud computing environments

A Aggarwal, P Dimri, A Agarwal… - Mathematical …, 2021 - Wiley Online Library
Cloud computing platforms have been extensively using scientific workflows to execute
large‐scale applications. However, multiobjective workflow scheduling with scientific …

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 …

Reliability based workflow scheduling on cloud computing with deadline constraint

S Khurana, G Sharma, M Kumar, N Goyal… - Wireless Personal …, 2023 - Springer
Distributed computing workflow is an effective paradigm to express a range of applications
with cloud computing platforms for scientific research explorations. One of the most difficult …

Reliability-aware cost-efficient scientific workflows scheduling strategy on multi-cloud systems

X Tang - IEEE Transactions on Cloud Computing, 2021 - ieeexplore.ieee.org
Nowadays, more and more computation-intensive scientific applications with diverse needs
are migrating to cloud computing systems. However, the cloud systems alone cannot meet …

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 …

Integer linear programming-based cost optimization for scheduling scientific workflows in multi-cloud environments

S Mohammadi, H Pedram, L PourKarimi - The Journal of Supercomputing, 2018 - Springer
Given that multi-cloud environments contain considerably diverse resources, scheduling
workflows in these environments significantly reduces financial costs and overcomes the …