Furthermore, technological developments and paradigm shifts continually call for updating and adapting existing models.
Telecommunication networks constitute a fundamental case in point.
Here, traffic modeling and teletraffic analysis have long been basic to their modeling, analysis and evaluation of performance measures. For over a decade this area has been undergoing extraordinarily rapid development and technological change. In consequence, the qualitative and quantitative expansion of services carried, or planned to be carried, have rendered the bulk of traditional teletraffic analysis methodologies unsuitable for modeling emerging complex high-speed networks. In this project, we propose a unified and efficient approach to modeling, analysis and computational solution of probabilistic models motivated by teletraffic models arising in many complex systems, including modern telecommunication networks. Our objective is to develop real-time model construction and computational solutions.