Credits: 3 (3-0-0)
Description
Network performance models and classifications, Hidden Markov Models (HMM), Delay and throughput analysis using Markov models, Performance analysis with multi-class traffic, Renewal theory and regenerative processes, Performance analysis with semi-Markov traffic characteristics, Network performance analysis with interactive servers, Practical network traffic characterization, Network performance stability, Introduction to dynamic programming, Example network modeling scenarios in various engineering applications.