Modified Particle Swarm Optimization Based on Aging Leaders and Challengers Model for Task Scheduling in Cloud Computing

• Published in: Mathematical problems in engineering Vol. 2023; no. 1
• Main Authors: Chaudhary, Shikha, Sharma, Vijay Kumar, Thakur, R. N., Rathi, Amit, Kumar, Pramendra, Sharma, Sachin
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2023; Hindawi Limited
• Subjects: Aging; Algorithms; Cloud computing; Energy consumption; Genetic algorithms; Leadership; Mathematical problems; Optimization; Particle swarm optimization; Privacy; Schedules; Scheduling; Software services; Surveillance; Task scheduling; Utility functions; Virtual environments

In cloud computing, a shared, configurable pool of computing resources is made accessible online and allocated to users according to their needs. It is essential for a cloud provider to schedule jobs in the cloud to keep up service quality and boost system efficiency. In this paper, we present a sch...