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
  

MA 421 Introduction to probability or consent of instructor.

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.
Course Outline  

• Markov Chains: Theory and Numerical Solution
• Single server queues and queueing networks
• Simulation

 
Course Requirements  

EXAMINATIONS: Two class tests and a final exam.
Textbook  

A coursepack will be available from the NCSU bookstore. Probability, Queuing Models and Markov Chains: The Tools of System Performance Evaluation by William J. Stewart.

 
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 1 GHz processor, 512 MB RAM, 60 GB hard drive with 1 GB free space available, 256 Color Display, CD-ROM drive, 1024x768 (min.) video adapter, sound card, and speakers. The operating system should be Windows XP Pro. 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 G4 processor with firewire and USB factory built-in, 512 MB RAM, 60 GB with 1GB free space available, 256 Color Display, CD-ROM drive, 1024x768 (min) video adapter, sound card, and speakers. The operating system must be MacOS 10.4 (minimum) along with the above RealOne and Internet specifications above.

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

 

Instructor  

Dr. William J. Stewart, Professor
Dept. of Computer Science
North Carolina State University
2304 Engineering Building 2
Campus Box 8206
Raleigh, NC 27695-8206

Phone: (919) 515-7824
Fax: (919) 515-7896
E-Mail: billy@csc.ncsu.edu