Estimating Service Resource Consumption From Response Time Measurements
Stephan Kraft, Sergio Pacheco-Sanchez, Giuliano Casale, Stephen Dawson · 2009
We propose a linear regression method and a maximum likelihood technique for estimating the service demands of requests based on measurement of their response times instead of their CPU utilization. Our approach does not require server instrumentation or sampling, thus simplifying the parameterizati