Browsing by Author "Abdullah M."
Now showing items 1-3 of 3
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Learning predictive autoscaling policies for cloud-hosted microservices using trace-driven modeling
Abdullah M.; Iqbal W.; Erradi A.; Bukhari F. ( IEEE Computer Society , 2019 , Conference Paper)Autoscaling methods are important to ensure response time guarantees for cloud-hosted microservices. Most of the existing state-of-the-art autoscaling methods use rule-based reactive policies with static thresholds defined ... -
Modeling and simulation of pedestrian movement planning around corners
Dias C.; Abdullah M.; Sarvi M.; Lovreglio R.; Alhajyaseen W. ( MDPI AG , 2019 , Article)Owing to the complexity of behavioral dynamics and mechanisms associated with turning maneuvers, capturing pedestrian movements around corners in a mathematical model is a challenging task. In this study, minimum jerk and ... -
Unsupervised learning approach for web application auto-decomposition into microservices
Abdullah M.; Iqbal W.; Erradi A. ( Elsevier Inc. , 2019 , Article)Nowadays, large monolithic web applications are manually decomposed into microservices for many reasons including adopting a modern architecture to ease maintenance and increase reusability. However, the existing approaches ...