Due to their abundant resources that can be elastically provisioned with pay-as-you-go pricing, clouds have emerged as a promising costefficient platform to execute large scale …
In this paper, a new mathematical model for multiobjective resource optimization of scientific workflows in the cloud is proposed. Traditional workflow optimization approaches consider …
Managing the complexity within virtualised IT infrastructure platforms is a common problem for many organisations today. Computer systems are often highly consolidated into a …
Experimental applications in the scientific area have become very complex with ever increasing amounts of Big Data that highlight the criticality of high-performance computing …
Cloud computing in the field of scientific applications such as scientific big data processing and big data analytics has become popular because of its service oriented model that …