FSU CIS 5105 (Spring 2021)
Computer Systems Performance Analysis
Instructor
Andy Wang
(awang@cs.fsu.edu)
Announcements
[Jan 1] Welcome to CIS 5105!
Course Material
Lecture 1 (1/7/2021)
Course Syllabus
(DOC)
Course Information
(PPT)
Course Introduction
(PPT)
Reading: Chapters 1 and 2
Homework 1
(DOCX)
Lecture 2 (1/12/2021)
Summarizing Data
(PPTX)
Quantile-Quantile Plot Example
(ELSX)
Reading: Chapter 12
Lecture 3 (1/14/2021)
Selecting Techniques
(PPT)
Reading: Chapter 3
Lecture 4 (1/19/2021)
Comparing Systems Using Sample Data
(PPTX)
Quantities of the Unit Normal Distribution
(PDF)
Commonly Used Normal Quantiles
(PDF)
Quantiles of the t Distribution
(PDF)
Reading: Chapter 13
Lecture 5 (1/21/2021)
Workload Selection and Characterization
(PPT)
Reading: Chapters 4, 5, and 6
Lecture 6 (1/26/2021)
Simple Linear Regression Models
(PPTX)
Linear Regression Example
(ELSX)
Reading: Chapter 14
Lecture 7 (1/28/2021)
Measurement Tools
(PPT)
Reading: Chapters 7 and 8
Lecture 8 (2/2/2021)
Project proposal presentations
Lecture 9 (2/4/2021)
Multiple Linear Regression
(PPTX)
Multiple Linear Regression Example
(ELSX)
Reading: Chapter 15.1
Percentles of the F Distribution
(PDF)
Homework 2
(DOC)
Lecture 10 (2/9/2021)
Examples Using a Distributed File System
(PPT)
Test Loads
(PPT)
Reading: Chapter 9
Lecture 11 (2/11/2021)
Other Regression Models
(PPT)
Categorical Regression Example
(ELSX)
Curvilinear Regression Example1
(ELSX)
Example 2 (ELSX)
Reading: Chapter 15.2 - 15.6
Lecture 12 (2/16/2021)
Graphical Presentation
(PPT)
Reading: Chapter 10
Lecture 13 (2/18/2021)
Ratio Games and Designing Experiments
(PPT)
2^k Factorial Design Example
(ELSX)
Reading: Chapters 11, 16, and 17
Homework 3
(DOC)
Lecture 14 (2/23/2021)
Replicated Binary Designs
(PPT)
(2^k)r Factorial Design Example
(ELSX)
Multiplicative (2^k)r Factorial Design Example1
(ELSX)
Example2
(ELSX)
Reading: Chapter 18
Lecture 15 (2/25/2021)
Fractional Factorial Designs
(PPT)
Confounding Example
(ELSX)
Algrebra of Confounding Example
(ELSX)
R^(4-1)IIII Design Example
(ELSX)
R^(4-1)III Design Example
(ELSX)
Reading: Chapter 19
Lecture 16 (3/2/2021)
One-Factor Experiments
(PPT)
One-Factor Experiment Example
(ELSX)
Homework 4
(DOC)
Reading: Chapter 20
Lecture 17 (3/4/2021)
Two-Factor Full Factorial Designs
(PPT)
Two-Factor Full Factorial Example
(ELSX)
Reading: Chapter 21
Lecture 18 (3/9/2021)
Experimental Design Presentations
Lecture 19 (3/11/2021)
Introduction to Simulation
(PPT)
Reading: Chapter 24
Lecture 20 (3/16/2021)
Obstacle Modeling for Wireless Transmissions
(PPTX)
Lecture 21 (3/18/2021)
Rumor Performance Evaluation
(PPTX)
Lecture 22 (3/23/2021)
Analysis of Simulation Results
(PPTX)
Reading: Chapter 25
Lecture 23 (3/25/2021)
Random Number Generation
(PPTX)
Reading: Chapter 26
Lecture 24 (3/30/2021)
Testing Random-Number Generation
(PPTX)
Random-Variate Generation
(PPTX)
Reading: Chapters 27 and 28
Lecture 25 (4/1/2021)
Commonly Used Distributions
(PPTX)
Reading: Chapter 29
Lecture 26 (4/6/2021)
Introduction to Queueing Theory
(PPTX)
Reading: Chapter 30
Lecture 27 (4/8/2021)
Analysis of a Single Queue
(PPTX)
Reading: Chapter 31
Lecture 28 (4/13/2021)
Operational Laws
(PPTX)
Reading: Chapter 33
Lecture 29 (6/20/2019)
Project Presentations
Useful Resources
Recommended Reading
An Evaluation of the Ninth SOSP Submission
Some Reflections on Innovation and Invention
On-line Resources
Newsgroup
awang@cs.fsu.edu
Last modified on: May 19, 2015