Modeling and Performance Evaluation, Summer 2006
Lecture 1 Introduction and Review of Probability and Random Variables [
pdf
]
Continuation of Review of Probability and Random Variables [
pdf
]
Lecture 2 Stochastic Processes, Poisson Process, Elementary Queueing Theory [
pdf
]
Lecture Additional notes on M/M/* systems. Introduction to M/G/1 systems.[
Queueing
][
M/G/1 Systems
]
Notes on other scheduling policies[
Other Scheduling Policies
]
Notes on Queueing networks[
Queueing Networks
]
Approximation methods:
Chapter 5: Bounds on Performance
from Quantitative System Performance by E.D. Lazowska, J. Zahorjan, G.S. Graham, K.C. Sevcik. Material on bounds was taken from this source.
Notes on Stochastic Differential Equations[
(Poisson Counter Driven) Stochastic Differential Equations
]
Notes on Uniformization[
Transient Analysis
]