Schedule

Date

Topics

Readings (from Jain unless otherwise stated)

Slides

8/29

Review of Probability & Statistics

Standard textbooks on probability and stats

Lec 1 

9/12
Summarizing Measured Data
Ch 12; Also articles on the relative merits of harmonic and geometric means (See Useful Links)
Lec 2
9/19
Comparing  systems using sample data
Ch 13; Online article on t test

Lec 3
9/26
Hypothesis testing, Rank Sum Test
Ch 13
Lec 4 (updated 10/17)
10/3
Regression Models
Ch 14, 15
Lec 5

10/11
Experimental Design & Analysis
Ch 16,17,18
Lec 6
10/17
Experimental Design (Guest Lecture by Prof. Jeff Offutt)
Ch 16
PDF
10/17, 10/24
Experimental Design (cont'd)
Ch 19, 20, 21, 22
Lec 7
10/31
Workload Characterization
Ch 6, 27
Lec 8
11/14
Simulation
Ch 24, 25
Lec 9
11/21
Queues
Ch 30,31,32,33
Lec 10