Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic

A Chhabra, KC Huang, N Bacanin… - The Journal of …, 2022 - Springer
Usually, a large number of concurrent bag-of-tasks (BoTs) application execution requests
are submitted to cloud data centers (CDCs), which needs to be optimally scheduled on the …

Discrete island-based cuckoo search with highly disruptive polynomial mutation and opposition-based learning strategy for scheduling of workflow applications in …

NA Alawad, BH Abed-alguni - Arabian Journal for Science and …, 2021 - Springer
The optimization-based scheduling algorithms used for scheduling workflows in cloud
computing environments may easily get trapped in local optima, especially in the beginning …

Task scheduling on cloud computing based on sea lion optimization algorithm

R Masadeh, N Alsharman, A Sharieh… - International Journal of …, 2021 - emerald.com
Purpose Sea Lion Optimization (SLnO) algorithm involves the ability of exploration and
exploitation phases, and it is able to solve combinatorial optimization problems. For these …

TSMGWO: Optimizing task schedule using multi-objectives grey wolf optimizer for cloud data centers

D Alsadie - IEEE Access, 2021 - ieeexplore.ieee.org
Cloud computing is considered to be the best solution for addressing the increasing
computing requirements of high-performance applications. The efficient performance of the …

Energy-aware bag-of-tasks scheduling in the cloud computing system using hybrid oppositional differential evolution-enabled whale optimization algorithm

A Chhabra, SK Sahana, NS Sani, A Mohammadzadeh… - Energies, 2022 - mdpi.com
Bag-of-Tasks (BoT) scheduling over cloud computing resources called Cloud Bag-of-Tasks
Scheduling (CBS) problem, which is a well-known NP-hard optimization problem. Whale …

[PDF][PDF] Hybrid task scheduling algorithm for makespan optimisation in cloud computing: A performance evaluation

AM Abdulghani - J. Artif. Intell, 2024 - researchgate.net
Cloud computing has rapidly evolved into a critical technology, seamlessly integrating into
various aspects of daily life. As user demand for cloud services continues to surge, the need …

[PDF][PDF] A New Reliable System For Managing Virtual Cloud Network.

S Alshathri, FM Talaat, AA Nasr - Computers, Materials & Continua, 2022 - researchgate.net
Virtual cloud network (VCN) usage is popular today among large and small organizations
due to its safety and money-saving. Moreover, it makes all resources in the company work …

A hybrid meta-heuristic scheduler algorithm for optimization of workflow scheduling in cloud heterogeneous computing environment

R Noorian Talouki, M Hosseini Shirvani… - Journal of Engineering …, 2022 - emerald.com
Purpose Improvement of workflow scheduling in distributed engineering systems
Design/methodology/approach The authors proposed a hybrid meta heuristic optimization …

Multi-criteria HPC task scheduling on IaaS cloud infrastructures using meta-heuristics

A Chhabra, G Singh, KS Kahlon - Cluster Computing, 2021 - Springer
With the rapid increase in the use of cloud computing systems, an efficient task scheduling
policy, which deals with the assignment of tasks to resources, is required to obtain maximum …

A hybrid approach based on grey wolf and whale optimization algorithms for solving cloud task scheduling problem

J Ababneh - Mathematical Problems in Engineering, 2021 - Wiley Online Library
In the context of cloud computing, one problem that is frequently encountered is task
scheduling. This problem has two primary implications, which are the planning of tasks on …