CP-PGWO: multi-objective workflow scheduling for cloud computing using critical path

S Doostali, SM Babamir, M Eini - Cluster Computing, 2021 - Springer
When each task of the longest path in a task-dependent scientific workflow must meet a
deadline, the path is called critical. Tasks in a critical path have priority over tasks in non …

Scheduling deadline constrained scientific workflows on dynamically provisioned cloud resources

V Arabnejad, K Bubendorfer, B Ng - Future Generation Computer Systems, 2017 - Elsevier
Commercial cloud computing resources are rapidly becoming the target platform on which to
perform scientific computation, due to the massive leverage possible and elastic pay-as-you …

Minimizing monetary costs for deadline constrained workflows in cloud environments

P Han, C Du, J Chen, X Du - IEEE Access, 2020 - ieeexplore.ieee.org
As one of the latest market-oriented resource provisioning paradigms, cloud computing has
been widely adopted by a growing number of consumers due to its powerful computing …

Real-time multiple-workflow scheduling in cloud environments

X Ma, H Xu, H Gao, M Bian - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
With the development of cloud computing, an increasing number of applications in different
fields have been deployed to the cloud. In this process, the real-time scheduling of multiple …

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 …

Task duplication-based scheduling algorithm for budget-constrained workflows in cloud computing

F Yao, C Pu, Z Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Workflow scheduling is crucial to the efficient operation of cloud platforms, and has attracted
a lot of attention. Up to now, many algorithms have been reported to schedule workflows …

ATSDS: adaptive two-stage deadline-constrained workflow scheduling considering run-time circumstances in cloud computing environments

R Khorsand, F Safi-Esfahani, N Nematbakhsh… - The Journal of …, 2017 - Springer
A significant aspect of cloud computing is scheduling of a large number of real-time
concurrent workflow instances. Most of the existing scheduling algorithms are designed for a …

Multi criteria based resource score heuristic for cloud workflow scheduling

S Chitra - Procedia Computer Science, 2019 - Elsevier
Scheduling scientific workflows modelled by Directed Acyclic Graphs (DAG) is an NP
complete problem. Cloud computing provides reliable Quality of Service defined in terms of …

Multi-criteria scheduling of scientific workflows in the Workflow as a Service platform

A Tarafdar, K Karmakar, RK Das, S Khatua - Computers and Electrical …, 2023 - Elsevier
The increasing use of workflows in various fields of science has led to the development of
the Workflow as a Service (WaaS) platform, which provides workflow execution as a service …

An energy-efficient dynamic scheduling method of deadline-constrained workflows in a cloud environment

G Fan, X Chen, Z Li, H Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of cloud applications, the computing requests of cloud data
centers have increased significantly, consuming a lot of energy, making cloud data centers …