• 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 ...
    • QUEUEING THEORY BASED KUBERNETES AUTOSCALER 

      KADOURA, KHALED NABIL (2018 , Professional Masters Project)
      The microservices architecture is emerging as a new architectural style for designing and developing applications by composing loosely coupled services that exchange standard messages using standard interfaces and protocols. ...
    • 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 ...