New technologies development has led to a rapid increase of computing and communication capabilities provided by Data Centers (DC). Thus, maximizing the performance and robustness to failures becomes a competitive factor among companies. In this paper, we investigate a combined study of reliability and performance of a DC network using Production Trees, a new modeling methodology for dealing with availability issues of production systems. Our results illustrate the applicability of the proposed approach and include both reliability and performance measures.