Performance Analysis of Information Systems


Performance Analysis of Information Systems is a course of the "Computer Science and Technology" post-graduate program of the Computer Engineering and Informatics Department, University of Patras.

Objectives

This course aims to help students (1) to appreciate the predictive power of operational laws that can be used to easily address simple "What-If" performance questions (2) then to understand the limitations of operational analysis approach (3) and finally to delve deeper into fundamental aspects of stochastic modeling and more rigorous performance analysis.

Prerequisites

Probability, Introduction to Stochastic Processes

Syllabus

Introduction to Operational Analysis, Bernoulli Process, Poisson Process, Discrete Time Markov Chains, Birth-Death Processes, Simple Markovian Queues, Introduction to the M/G/1 Queue, MaxEnt Distribution

COURSE DETAILS

Level:

Type:

Postgraduate

(A-)

Instructors: John Garofalakis
Department: Computer Engineering and Informatics Department
Institution: University of Patras
Subject: Computer Science, Information Technology, Telecommunications
Rights: CC - Attribution-NonCommercial-ShareAlike

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