A hierarchical characterization of user behavior
Adriano C. M. Pereira, G. Franco, L. Silva, Wagner Meira · 2004
Understanding the characteristics of Internet services workloads is a crucial step to improve the quality of service offered to Web users. This work presents a hierarchical and multiple time scale approach based on (Menasce et al., 2003), which propose a characterization at the session, function, and request levels. This work extends it, adding insights to these three levels and characterizing a level that comprises the user behavior. The approach is illustrated by presenting a characterization of a proxy-cache server from one of the biggest Brazilian federal universities. Through this case study we show clearly how to apply the methodology considering some analysis included for the three original levels (request, function, and session) and for the user. This level of characterization considers the interaction between users and servers that answer their requests, in order to model user behavior. This modeling shows the reaction of the users to the system performance and clarifies how the quality of the offered service affects their interaction with the computer system.