Introduction to Queueing Theory
This lecture covers the following topics:
- Basic Components of a Queue
- Kendall Notation A/S/m/B/K/SD
- Arrival Process
- Service Time Distribution
- Service Disciplines
- Example M/M/3/20/1500/FCFS
- Quiz 30A
- Exponential Distribution
- Erlang Distribution
- Hyper-Exponential Distribution
- Group Arrivals/Service
- Quiz 30B
- Key Variables
- Rules for All Queues
- Quiz 30C
- Little's Law
- Proof of Little's Law
- Application of Little's Law
- Quiz 30D
- Stochastic Processes
- Types of Stochastic Processes
- Discrete/Continuous State Processes
- Markov Processes
- Birth-Death Processes
- Poisson Distribution
- Poisson Processes
- PASTA
- Relationship Among Stochastic Processes
- Quiz 30E
- Summary
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