Elimination mechanism-based pso algorithm for cloud workflow scheduling with budget constraints

Y Wang, H Li, Z Lin, Y Xia - 2021 40th Chinese Control …, 2021 - ieeexplore.ieee.org
As a new computing paradigm for hosting and executing large-scale scientific applications,
cloud computing can provide users with scalable and elastic computational resources …

Enhanced particle swarm optimization for workflow scheduling in clouds

C Lu, D Feng, J Zhu, H Huang - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
As a NP-hard problem, it is always baffling to figure out a scheduling strategy to arrange the
interconnected tasks of a workflow on the infinite number of resources in the cloud …

Mutation-driven and population grouping PRO algorithm for scheduling budget-constrained workflows in the cloud

H Li, B Chen, J Huang, JR Cañizares Abreu, S Chai… - Cluster …, 2024 - Springer
Benefiting from cloud computing's elasticity, scalability, and pay-per-use model, more and
more scientific applications are deployed in or migrated to the cloud. Workflow scheduling …

A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud–edge environment

Y Xie, Y Zhu, Y Wang, Y Cheng, R Xu, AS Sani… - Future Generation …, 2019 - Elsevier
With the increasing popularity of Internet of Things (IoT), edge computing has become the
key driving force to provide computing resources, storage and network services closer to the …

Improved harris hawks optimization algorithm for workflow scheduling challenge in cloud–edge environment

M Zivkovic, T Bezdan, I Strumberger, N Bacanin… - Computer networks, big …, 2021 - Springer
Edge computing is a relatively novel technology, which is closely related to the concepts of
the Internet of things and cloud computing. The main purpose of edge computing is to bring …

PCP–ACO: a hybrid deadline-constrained workflow scheduling algorithm for cloud environment

M Akbarian Rastaghi, S Abrishami… - Journal of …, 2023 - profdoc.um.ac.ir
The utilization of cloud computing environments is highly popular for carrying out workflow
executions due to its ability to provide clients with immediate access to computing resources …

PCP–ACO: a hybrid deadline-constrained workflow scheduling algorithm for cloud environment

P Shobeiri, M Akbarian Rastaghi, S Abrishami… - The Journal of …, 2024 - Springer
The utilization of cloud computing environments is highly popular for carrying out workflow
executions due to its ability to provide clients with immediate access to computing resources …

Renumber coevolutionary multiswarm particle swarm optimization for multi-objective workflow scheduling on cloud computing environment

HH Li, ZG Chen, ZH Zhan, KJ Du, J Zhang - Proceedings of the …, 2015 - dl.acm.org
Resources scheduling is a significant research topic in cloud computing, which is often
modeled as a cost-minimization and deadline-constrained workflow scheduling model. This …

PSO+ LOA: hybrid constrained optimization for scheduling scientific workflows in the cloud

H Li, D Wang, JR Canizares Abreu, Q Zhao… - The Journal of …, 2021 - Springer
Cloud computing provides a cost-effective deploying environment for hosting and executing
workflows as its elasticity, scalability and pay-per-use model. Scientific applications are …

Cost optimised heuristic algorithm (coha) for scientific workflow scheduling in iaas cloud environment

JK Konjaang, L Xu - 2020 IEEE 6th Intl Conference on Big Data …, 2020 - ieeexplore.ieee.org
Cloud computing, a multipurpose and high-performance internet-based computing, can
model and transform a large range of application requirements into a set of workflow tasks. It …