Data collection is a profound step towards effective performance analy
sis, and it is being challenged by the fact that computing systems bec
ome more complex so that mechanical and exhaustive data collection is
nearly impractical. To cope with this situation, our recent research h
as been aimed to improving a critical process in data collection, name
ly, representing monitored targets. This paper presents a declarative
approach to this process, which largely departs from conventional proc
edure-oriented methods.