Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm

A Asghari, MK Sohrabi, F Yaghmaee - The Journal of Supercomputing, 2021 - Springer
Cloud computing is one of the most popular distributed environments, in which, multiple
powerful and heterogeneous resources are used by different user applications. Task …

Systematic Review: Load Balancing in Cloud Computing by Using Metaheuristic Based Dynamic Algorithms.

D Syed, G Muhammad, S Rizvi - Intelligent Automation & …, 2024 - search.ebscohost.com
Cloud Computing has the ability to provide on-demand access to a shared resource pool. It
has completely changed the way businesses are managed, implement applications, and …

Valuable survey on scheduling algorithms in the cloud with various publications

N Bansal, AK Singh - … Journal of System Assurance Engineering and …, 2022 - Springer
Computational and comprehensive applications with administrative computing are emerging
to be the gateway to development. Cloud computing technology came as a gift in this context …

Integer-PSO: a discrete PSO algorithm for task scheduling in cloud computing systems

ASA Beegom, MS Rajasree - Evolutionary Intelligence, 2019 - Springer
Cloud computing is an emerging technology that changes the computing world through its
power to serve the need of any user who requires better computing power over the Internet …

Secure scientific applications scheduling technique for cloud computing environment using global league championship algorithm

SM Abdulhamid, MS Abd Latiff, G Abdul-Salaam… - PloS one, 2016 - journals.plos.org
Cloud computing system is a huge cluster of interconnected servers residing in a datacenter
and dynamically provisioned to clients on-demand via a front-end interface. Scientific …

RETRACTED ARTICLE: MHO: meta heuristic optimization applied task scheduling with load balancing technique for cloud infrastructure services

SPM Ziyath, S Senthilkumar - Journal of Ambient Intelligence and …, 2021 - Springer
The cloud computing provides on demand access to shared resources over internet in a
cloud platform powerfully adaptable and metered way. Cloud computing empowers the user …

Hybrid cat swarm optimization and simulated annealing for dynamic task scheduling on cloud computing environment

D Gabi, AS Ismail, A Zainal, Z Zakaria… - … of Information and …, 2018 - e-journal.uum.edu.my
The unpredictable number of task arriving at cloud datacentre and the rescaling of virtual
processing elements can affect the provisioning of better Quality of Service expectations …

[PDF][PDF] MTC: minimizing time and cost of cloud task scheduling based on customers and providers needs using genetic algorithm

NS Soulegan, B Barekatain… - International Journal of …, 2021 - researchgate.net
Cloud computing is considered a pattern for distributed and heterogeneous computing
derived from many resources, and requests aim to share resources. Recently, cloud …

Quality of service (QoS) task scheduling algorithm with Taguchi orthogonal approach for cloud computing environment

D Gabi, AS Ismail, A Zainal, Z Zakaria - Recent Trends in Information and …, 2018 - Springer
The increasing violation of Service Level Agreements (SLA) cause as a result of imbalance
tasks allocation across Virtual Machines (VMs) has affected consumers' Quality of Service …

[PDF][PDF] Job scheduling based on single and multi objective meta-heuristic algorithms in cloud computing: a survey

N Soltani, B Barekatain, BS Neysiani - Conference: International Conference …, 2016 - sid.ir
Recently, cloud computing has attracted great attention as one of the most prominent
technologies in the world. Companies like Amazon, Google, and Microsoft are increasingly …