CSC/ECE/OR 579 Introduction to Computer Performance Modeling

This course focuses on the mathematical techniques and procedures required in performance modeling of computer and communication systems. The major mathematical elements of applied probability, stochastic processes, especially Markov chains, and elementary queuing theory, including an introduction to queuing networks, will be discussed. Simulation techniques will also be covered. 3 credit hours.

  
   
   
Prerequisite
  

Undergraduate course in probability theory or consent of instructor. Good working knowledge of a high-level programming language such as C, C++, or Java.

 
Course Objectives  

Students will learn the mathematical theory and practices that form the foundations of techniques for the performance analysis of computer and communication systems.

 
Textbook  

Kleinrock, L., Oueueing Systems, Vol I: Theory, Wiley, 1975.
ISBN: 0-471-49110-1

 
Course Outline  
  • Review of probability theory and random variables
  • Simulation design and data collection
  • Stochastic processes and Markov chains
  • Queuing theory

 
Course Requirements  

HOMEWORK: Question sets on a regular basis.

EXAMINATIONS: One test and one comprehensive final exam.

SOFTWARE REQUIREMENTS: C, C++, or Java compilers and debugging tools (e.g., GDB or Eclipse).

PROJECTS: Three simulation projects.

 
Computer and Internet Requirements  

NCSU has recommended minimum specifications for computers used for classes. Depending on your computer needs, we recommend your computer meet or exceed the following minimum specifications below.

PCs must have an Intel-compatible 800 MHz processor, 256 MB RAM, 8 GB hard drive with 1 GB free space available, 256 Color Display, CD-ROM drive, 800x600 (min.) video adapter, sound card, and speakers. The operating system should be Windows 2000 or XP. Real One Player Basic (available free online) and high speed Internet connection such as cable, DSL, T1 or LAN will be required for EOL courses.

MAC users must have a G3 processor with firewire and USB factory built-in, 256 MB RAM, 10 GB with 1GB free space available, 256 Color Display, CD-ROM drive, 800x600 (min) video adapter, sound card, and speakers. The operating system must be MacOS 10.3 (minimum) along with the above RealOne and Internet specifications above .

The instructor and TA will hold office hours on Second Life
(http:// secondlife.com/). To participate in the online discussions, students must have a Second Life account and a microphone for audio input.

For more detailed information on computer specifications and recommendations, please refer to our website at: http://engineeringonline.ncsu.edu/currentstudents/computeraccess.htm

 

Instructor  

Dr. George N. Rouskas, Professor
Dept. of Computer Science
North Carolina State University
3278 EB-II (Engineering Building II)
Campus Box 8206
Raleigh, NC 27695-8206

Phone: (919) 515-3860
Fax: (919) 515-7896
E-mail: rouskas@ncsu.edu
Instructor Website: http://rouskas.csc.ncsu.edu/
Course Website: http://rouskas.csc.ncsu.edu/Courses/579/
Course Syllabus: http://rouskas.csc.ncsu.edu/Courses/579/syllabus.html