[HTML][HTML] Reducing large adaptation spaces in self-adaptive systems using classical machine learning

F Quin, D Weyns, O Gheibi - Journal of Systems and Software, 2022 - Elsevier
Modern software systems often have to cope with uncertain operation conditions, such as
changing workloads or fluctuating interference in a wireless network. To ensure that these …

[HTML][HTML] Improving the mean-field fluid model of processor sharing queueing networks for dynamic performance models in cloud computing

J Ruuskanen, T Berner, KE Årzén, A Cervin - Performance Evaluation, 2021 - Elsevier
Resource management in cloud computing is a difficult problem, as one is often tasked with
balancing between adequate service to clients and cost minimization in dynamic …

[KIRJA][B] Dynamical modeling of cloud applications for runtime performance management

J Ruuskanen - 2022 - lup.lub.lu.se
Cloud computing has quickly grown to become an essential component in many modern-
day software applications. It allows consumers, such as a provider of some web service, to …