A Deadline Constrained Scheduling Algorithm for Cloud Computing System based on the Timing Strategy

X Shao, G Zhu - 2023 19th International Conference on Natural …, 2023 - ieeexplore.ieee.org
For the workflow scheduling question with delivery time constraints in cloud computing
environments, a time-aware scheduling-driven cloud computing scheduling algorithm is …

AI-Based Enhanced Time Cost-Effective Cloud Workflow Scheduling

VL Narasimhan, VS Jithin, M Ananya… - Artificial Intelligence for …, 2022 - Springer
In this paper, two scheduling algorithms are presented, namely, time-constrained early-
deadline cost-effective algorithm (TECA) to schedule these time-sensitive workflows at the …

A Parallelism-Based Earliest Finish Time (PBEFT) Algorithm for Workflow Scheduling in Clouds

X Wu, S Cheng, S Yuan, Z Wang - 2022 7th International …, 2022 - ieeexplore.ieee.org
For those public-cloud-based application providers, workflow scheduling in clouds must not
only meet traditional performance optimization goals, but also minimize financial costs. This …

Look-ahead workflow scheduling with width changing trend in clouds

L Yang, L Ye, Y Xia, Y Zhan - Future Generation Computer Systems, 2023 - Elsevier
With the migration of more and more workflows to clouds, cloud workflow scheduling
becomes the main bottleneck for meeting user's Quality of Service (QoS) due to the …

An effective cloud workflow scheduling approach combining PSO and idle time slot-aware rules

Y Wang, X Zuo - IEEE/CAA journal of automatica sinica, 2021 - ieeexplore.ieee.org
Workflow scheduling is a key issue and remains a challenging problem in cloud computing.
Faced with the large number of virtual machine (VM) types offered by cloud providers, cloud …

A deadline-constrained scheduling algorithm for scientific workflows in clouds

S Cao, K Deng, K Ren, X Li, T Nie… - 2019 IEEE 21st …, 2019 - ieeexplore.ieee.org
Scheduling scientific workflows in clouds under deadline constraint is a challenging problem
since public clouds usually provide various types of instances that are rented on-demand …

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 …

ET2FA: A hybrid heuristic algorithm for deadline-constrained workflow scheduling in cloud

Z Sun, B Zhang, C Gu, R Xie, B Qian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cloud computing is an emerging computational infrastructure for cost-efficient workflow
execution that provides flexible and dynamically scalable computing resources at pay-as …

A divide and conquer approach to deadline constrained cost-optimization workflow scheduling for the cloud

G Khojasteh Toussi, M Naghibzadeh - Cluster Computing, 2021 - Springer
The modeling of complex computational applications as giant computational workflows has
been a critically effective means of better understanding the intricacies of applications and of …

Cost-effective approaches for deadline-constrained workflow scheduling in clouds

Z Li, H Yu, G Fan - The Journal of Supercomputing, 2023 - Springer
Nowadays, heterogeneous cloud resources are charged by cloud providers according to the
pay-as-you-go pricing model. To execute workflow applications in clouds under deadline …