ECOS: An efficient task-clustering based cost-effective aware scheduling algorithm for scientific workflows execution on heterogeneous cloud systems

M Dong, L Fan, C Jing - Journal of Systems and Software, 2019 - Elsevier
Cloud Computing provides an attractive execution environment for scientific workflow
execution. However, due to the increasingly high charge cost of using cloud service, cost …

HBDCWS: heuristic-based budget and deadline constrained workflow scheduling approach for heterogeneous clouds

N Rizvi, D Ramesh - Soft Computing, 2020 - Springer
The predilection of scientific applications toward a high-performance computing system is
attained through the emergence of the cloud. Large-scale scientific applications can be …

[HTML][HTML] Structure-aware scheduling methods for scientific workflows in cloud

A Albtoush, F Yunus, K Almi'ani, NMM Noor - Applied Sciences, 2023 - mdpi.com
Scientific workflows consist of numerous tasks subject to constraints on data dependency.
Effective workflow scheduling is perpetually necessary to efficiently utilize the provided …

Fair budget constrained workflow scheduling approach for heterogeneous clouds

N Rizvi, D Ramesh - Cluster Computing, 2020 - Springer
The phenomenal advancement of technology paved the way for the execution of complex
scientific applications. The emergence of the cloud provides a distributed heterogeneous …

CCA: a deadline-constrained workflow scheduling algorithm for multicore resources on the cloud

A Deldari, M Naghibzadeh, S Abrishami - The journal of Supercomputing, 2017 - Springer
Workflows are adopted as a powerful modeling technique to represent diverse applications
in different scientific fields as a number of loosely coupled tasks. Given the unique features …

Budget-deadline constrained approach for scientific workflows scheduling in a cloud environment

N Zhou, W Lin, W Feng, F Shi, X Pang - Cluster Computing, 2023 - Springer
In cloud computing environments, it is a great challenge to schedule a workflow application
because it is an NP-complete problem. Particularly, scheduling workflows with different …

A review of cost and makespan-aware workflow scheduling in clouds

P Lu, G Zhang, Z Zhu, X Zhou, J Sun… - Journal of Circuits …, 2019 - World Scientific
Scientific workflow is a common model to organize large scientific computations. It borrows
the concept of workflow in business activities to manage the complicated processes in …

Deadline based resource provisioningand scheduling algorithm for scientific workflows on clouds

MA Rodriguez, R Buyya - IEEE transactions on cloud …, 2014 - ieeexplore.ieee.org
Cloud computing is the latest distributed computing paradigm and it offers tremendous
opportunities to solve large-scale scientific problems. However, it presents various …

[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 …

An improved task scheduling algorithm for scientific workflow in cloud computing environment

X Geng, Y Mao, M Xiong, Y Liu - Cluster Computing, 2019 - Springer
As an emerging business computing model, cloud computing needs to deal with the
scientific workflow submitted by user groups. How to efficiently schedule massive tasks of …