Slides
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Slides are only meant as supporting material for the lectures. The book and the supplementary material in the Docs & online resources section of the wiki will often include other useful information.
- Overview and Nomenclature
- Probability Refresher
- Little's Law & Operational Laws
- Discrete Time Markov Chains (DTMC) - an Overview
- DTMC Examples
- Ergodicity, Balance Equations, and Time Reversibility
- Review of z-Transforms
- Poisson & Exponential Distributions
- CTMCs and M/M/* Queues
- Provisioning and Overflow Systems
- Reversibility, Burke's Theorem and Open and Closed Jackson Networks (spans roughly 3 lectures)
- Brief Overview of Matrix Analytic Techniques
- Processor Sharing Service Discipline
- M/G/1 Queue and the Renewal Reward Theorem
- Server Assignment Policies
- Transform Analysis and Applications to M/G/1 Queue
- M/G/1 Queue w/ Setup and Applications to Power Optimization
- Scheduling - Non-Preemptive Policies
- Scheduling - Non-Size-Based Preemptive Policies
- Scheduling - Size-Based Preemptive Policies
