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MA8402 PROBABILITY AND QUEUING THEORY Lecture Notes Download

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PROBABILITY AND QUEUING THEORY Lecture Notes Download

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MA8402 PROBABILITY AND QUEUING THEORY Lecture Notes Download MA8402 PROBABILITY AND QUEUING THEORY Lecture Notes Download
Department  Computer Science Engineering
Year 2nd Year
Semester 4th Semester
University Anna University
Regulation  R2017
Subject Code MA8402
Subject Name PROBABILITY AND QUEUING THEORY
Download File MA8402 PROBABILITY AND QUEUING THEORY Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

 

 

MA8402 PROBABILITY AND QUEUING THEORY Syllabus

UNIT I PROBABILITY AND RANDOM VARIABLES
Probability – Axioms of probability – Conditional probability – Baye‘s theorem – Discrete and continuous random variables – Moments – Moment generating functions – Binomial, Poisson, Geometric, Uniform, Exponential and Normal distributions.

UNIT II TWO – DIMENSIONAL RANDOM VARIABLES
Joint distributions – Marginal and conditional distributions – Covariance – Correlation and linear regression – Transformation of random variables – Central limit theorem (for independent and identically distributed random variables).

UNIT III RANDOM PROCESSES
Classification – Stationary process – Markov process – Poisson process – Discrete parameter Markov chain – Chapman Kolmogorov equations – Limiting distributions.

UNIT IV QUEUEING MODELS
Markovian queues – Birth and death processes – Single and multiple server queueing models – Little‘s formula – Queues with finite waiting rooms – Queues with impatient customers : Balking and reneging.

UNIT V ADVANCED QUEUEING MODELS
Finite source models – M/G/1 queue – Pollaczek Khinchin formula – M/D/1 and M/EK/1 as special cases – Series queues – Open Jackson networks.

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MA8402 PROBABILITY AND QUEUING THEORY Notes ( UNIT 1 – UNIT 5) – Download

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