Miguel G. Xavier

Optimizing multi‐tier application performance with interference and affinity‐aware placement algorithms

2018 · Concurrency and Computation Practice and Experience

Summary Cloud providers are constantly seeking to become more cost effective, where a common strategy is to consolidate multiple applications in physical machines using virtualization techniques. This consolidation, however, may result in performance related problems …

A Preliminary Study of Machine Learning Workload Prediction Techniques for Cloud Applications

2019

Cloud computing has transformed the means of computing in recent years with several benefits over traditional systems, like scalability and high availability. However, there are still some opportunities, especially in the area of resource provisioning …