Genetic Algorithms for Job Scheduling in Cloud Computing
Mohammed-Albarra Hassan, Imed Kacem, Sébastien Martin, Izzeldin Mohamed Osman · Studies in Informatics and Control · 2015
This paper recalls the Task Scheduling Genetic Algorithm (GATS), published in [20].In the current paper, we improve GATS and we propose an advanced version GATS+.Moreover, we propose two new algorithms: Genetic Algorithm Based on Cut-point (GACP) and Genetic Algorithm Based on The List of Available Jobs (GAAV), as well as its improved version (GAAV+).We also tested and compared different versions of these genetic algorithms (GAAV -> GATS, GAAV+ -> GATS, GATS -> GAAV, GATS -> GAAV+).