Department of Computer Science, National University of Singapore

CS5239 Computer Systems Performance Analysis

AY2016/17 – Semester 1

 

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This course aims to provide students with a working knowledge of computer performance evaluation.  It covers fundamental techniques such as measurement and mathematical modeling. The module is divided into four main parts: capacity planning, performance measurement, analytic models and case studies. Topics include: capacity planning; measurement covering performance metrics, workload characterization, and instrumentation; analytic techniques covering operational analysis, stochastic queuing network analysis; and principles of scalable performance.

 

Instructor:

Teo Yong Meng, Com2, 04-39, (email, URL)

Teaching Assistant:

Sunimal Rathnayake, Com2, B1-01 (email)

Lecture:

Tue, 6.30-8.30pm, Com1, 02-02

Consultation Hours:

Wed, 1000-1200

Examination:

Wed, 23 Nov, evening (to be confirmed)

Modular Credits:

Prerequisites:

4

CS1020 Data Structures and Algorithms I,

ST2334 Probability and Statistics (preferred)

Main Textbooks

·       The Art of Computer Systems Performance Analysis: Techniques for Experimental Design, Measurement, Simulation and Modeling, R. Jain, John-Wiley, 1991.   [Errata]

·        Quantitative System Performance, E.D. Lazowska et al., Prentice-Hall, 1984.

·        Measuring Computer Performance - A Practitioner's Guide, D.J. Lilja, Cambridge University Press, 2000.

 

Module Assessment:

·        continuous assessment - 60%  

·        final examination - 40% (open book exam)

 
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