This paper describes the mathematical model and description of concepts of distributed network systems making use of NFVI & NFVO using graph theory-based modelling. The idea of decomposing elements as vertices and edges to represent a concept towards unleashing distributed virtual objects using integrated linear programming to understand the underlying issue.