Efficient, economical and energy-saving multi-workflow scheduling in hybrid cloud

Z Sun, H Huang, Z Li, C Gu, R Xie, B Qian - Expert Systems with …, 2023 - Elsevier
Benefiting from the flexible, scalable and secure environment, hybrid cloud can overcome
the shortage of limited resources in private cloud to simultaneously execute large-scale …

[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-swarm co-evolution based hybrid intelligent optimization for bi-objective multi-workflow scheduling in the cloud

H Li, D Wang, MC Zhou, Y Fan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Many scientific applications can be well modelled as large-scale workflows. Cloud
computing has become a suitable platform for hosting and executing them. Workflow …

Evolutionary multi-objective workflow scheduling for volatile resources in the cloud

TP Pham, T Fahringer - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
The cloud has been widely used as a distributed computing platform for running scientific
workflow applications. Most of the cloud providers encourage the use of their underutilized …

A cluster-based cooperative co-evolutionary algorithm for multiobjective workflow scheduling in a cloud environment

S Qin, D Pi, Z Shao, Y Xu - IEEE Transactions on Automation …, 2022 - ieeexplore.ieee.org
The cloud workflow scheduling problem has important applications in modern commercial
and industrial areas. In the public cloud environment, the workflow suffers from security …

Multi-objective workflow scheduling in cloud computing: trade-off between makespan and cost

A Belgacem, K Beghdad-Bey - Cluster Computing, 2022 - Springer
Recently, modern businesses have started to transform into cloud computing platforms to
deploy their workflow applications. However, scheduling workflow under resource allocation …

Cost and makespan scheduling of workflows in clouds using list multiobjective optimization technique

P Han, C Du, J Chen, F Ling, X Du - Journal of Systems Architecture, 2021 - Elsevier
Highly scalable resource supply capacity of cloud computing has greatly improved the
execution speed of workflow applications, however, traditional workflow scheduling …

Hybrid workflow scheduling on edge cloud computing systems

R Alsurdeh, RN Calheiros, KM Matawie… - IEEE Access, 2021 - ieeexplore.ieee.org
Internet of Things applications can be represented as workflows in which stream and batch
processing are combined to accomplish data analytics objectives in many application …

Knowledge-driven adaptive evolutionary multi-objective scheduling algorithm for cloud workflows

H Zhang, X Zheng - Applied Soft Computing, 2023 - Elsevier
Workflow scheduling in cloud platforms is a highly challenging issue because it faces
multiple conflicting optimization objectives and large-scale decision variables. Most of the …

TOPSIS inspired budget and deadline aware multi-workflow scheduling for cloud computing

KK Chakravarthi, L Shyamala - Journal of Systems Architecture, 2021 - Elsevier
Scheduling is a decision-making mechanism that allows resource sharing among several
activities by determining their order of execution on the available resources. In the …