Multi-objective task and workflow scheduling approaches in cloud computing: a comprehensive review

M Hosseinzadeh, MY Ghafour, HK Hama, B Vo… - Journal of Grid …, 2020 - Springer
Efficient task and workflow scheduling are very important for improving resource
management and reducing power consumption in cloud computing data centers (DCs) …

A review of task scheduling based on meta-heuristics approach in cloud computing

P Singh, M Dutta, N Aggarwal - Knowledge and Information Systems, 2017 - Springer
Heterogeneous distributed computing systems are the emerging for executing scientific and
computationally intensive applications. Cloud computing in this context describes a …

Evolutionary multi-objective workflow scheduling in cloud

Z Zhu, G Zhang, M Li, X Liu - IEEE Transactions on parallel and …, 2015 - ieeexplore.ieee.org
Cloud computing provides promising platforms for executing large applications with
enormous computational resources to offer on demand. In a Cloud model, users are …

A PSO‐based task scheduling algorithm improved using a load‐balancing technique for the cloud computing environment

F Ebadifard, SM Babamir - Concurrency and Computation …, 2018 - Wiley Online Library
Dynamic on‐demand resource provisioning is one of the primary goals of the cloud
computing task scheduling process. Task scheduling is a nondeterministic polynomial time …

Multi-objective scheduling for scientific workflow in multicloud environment

H Hu, Z Li, H Hu, J Chen, J Ge, C Li, V Chang - Journal of Network and …, 2018 - Elsevier
Providing resources and services from multiple clouds is becoming an increasingly
promising paradigm. Workflow applications are becoming increasingly computation …

A review of task scheduling in cloud computing based on nature-inspired optimization algorithm

FS Prity, MH Gazi, KMA Uddin - Cluster computing, 2023 - Springer
The advent of the cloud computing paradigm allowed multiple organizations to move,
compute, and host their applications in the cloud environment, enabling seamless access to …

Exploring swarm intelligence optimization techniques for task scheduling in cloud computing: algorithms, performance analysis, and future prospects

FS Prity, KMA Uddin, N Nath - Iran Journal of Computer Science, 2024 - Springer
The advent of the cloud computing paradigm has enabled innumerable organizations to
seamlessly migrate, compute, and host their applications within the cloud environment …

Scheduling Scientific Workflow in Multi-Cloud: A Multi-Objective Minimum Weight Optimization Decision-Making Approach

M Farid, HS Lim, CP Lee, R Latip - Symmetry, 2023 - mdpi.com
One of the most difficult aspects of scheduling operations on virtual machines in a multi-
cloud environment is determining a near-optimal permutation. This task requires assigning …

Optimizing multi objective based workflow scheduling in cloud computing using black hole algorithm

F Ebadifard, SM Babamir - 2017 3th International Conference …, 2017 - ieeexplore.ieee.org
Cloud computing employs parallel and distributed computing concepts to provide users with
shared resources through the internet. One of the most important issues which are raised in …

Scheduling scientific workflows on virtual machines using a Pareto and hypervolume based black hole optimization algorithm

F Ebadifard, SM Babamir - The Journal of Supercomputing, 2020 - Springer
The problem of workflow scheduling on virtual machines in a cloud environment is to find the
near optimal permutation of the assignment of independent computational jobs on a set of …