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Performance Evaluation of Computer Systems

IIT Madras, , Prof. Krishna Moorthy Sivalingam

Overview

Contents:
Introduction - How to avoid common mistakes - Selection of techniques and metrics - Case study: Selection of techniques and metrics - Random Variables and probability distributions - Probability distributions - Stochastic process - Markov Chain - Slotted Aloha protocol model and discrete-time birth death process - Queuing theory - Continuous time Markov chain and queuing theory - Queuing networks - Slotted Aloha Markov mode-Simulations - Operational laws

Open and closed queuing networks - Approximate MVA - Convolution algorithm - Load-dependent service center - Hierarchical decomposition Balanced Job Bound s- Confidence interval for pro potions and introduction to experimental design - 2k factorial design - 2k r factorial design and 2k-p fractional factorial design-Programming aspects of discrete - event simulations - Discrete - event simulations - PetriNets

Includes

Lecture 1: Mod-01 Lec-01 Introduction to performance evaluation of computer systems

4.1 ( 11 )


Lecture Details

Performance Evaluation of Computer Systems by Prof.Krishna Moorthy Sivalingam, Department of Computer Science and Engineering, IIT Madras. For more details on NPTEL visit httpnptel.iitm.ac.in

Ratings

3.0


10 Ratings
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Comments
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Sam

Excellent course helped me understand topic that i couldn't while attendinfg my college.

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Dembe

Great course. Thank you very much.

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