Attribute | Rank |
---|---|

Difficulty | 3 |

Proof Quality | 2 |

Readability | 4 |

Self-Study | 3 |

Good for Teaching? | 4 |

Quality of Exercises | 4 |

- Basic Probability
- random variables, transforms, selected distributions

- Stochastic Processes Overview
- counting processes, stationarity, independent increments, relevant processes (renewal, Poisson, birth-death, Markov, Gaussian)

- Elementary Queueing
- M/M (single and multiple server, loss systems, finite capacity)
- stochastic balance
- M/G/1

- Advanced Queueing
- priority queueing
- G/M/1 and G/G/1 (including Lindley's Integral Equation)
- vacation and threshold queueing systems

- Queueing Networks
- Burke's Output Theorem and tandem queues
- Jackson networks
- closed networks
- BCMP networks
- algorithms for product-form networks
- negative customers

- Approximations (fluid and diffusion)
- Basic Graph Theory
- Bayesian Networks
- Boolean Networks
- Random Networks