John Ardelius

A service‐agnostic method for predicting service metrics in real time

2017 · International Journal of Network Management

Summary We predict performance metrics of cloud services using statistical learning, whereby the behaviour of a system is learned from observations. Specifically, we collect device and network statistics from a cloud testbed and apply regression …