Probability and Queueing Theory Syllabus for B.Tech 4th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Probability and Queueing Theory B.Tech (R13) fourthsem is as follows
OBJECTIVES:
To provide the required mathematical support in real life problems and develop probabilistic models which can be used in several areas of science and engineering.
UNIT I RANDOM VARIABLES (9+3 hours)
Discrete and continuous random variables – Moments – Moment generating functions – Binomial, Poisson, Geometric, Uniform, Exponential, Gamma and Normal distributions.
UNIT II TWO – DIMENSIONAL RANDOM VARIABLES (9+3 hours)
Joint distributions – Marginal and conditional distributions – Covariance – Correlation and Linear regression – Transformation of random variables.
UNIT III RANDOM PROCESSES (9+3 hours)
Classification – Stationary process – Markov process – Poisson process – Discrete parameter Markov chain – Chapman Kolmogorov equations – Limiting distributions.
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TOTAL (L:45+T:15): 60 PERIODS
OUTCOMES:
- The students will have a fundamental knowledge of the probability concepts.
- Acquire skills in analyzing queueing models.
- It also helps to understand and characterize phenomenon which evolve with respect to time in a probabilistic manner.
TEXT BOOKS:
- Ibe. O.C., “Fundamentals of Applied Probability and Random Processes”, Elsevier, 1st Indian Reprint, 2007.
- Gross. D. and Harris. C.M., “Fundamentals of Queueing Theory”, Wiley Student edition, 2004.
REFERENCES:
- Robertazzi, “Computer Networks and Systems: Queueing Theory and Performance Evaluation”, , 3rd Edition, Springer, 2006.
- Taha. H.A., “Operations Research”, 8th Edition, Pearson Education, Asia, 2007.
- Trivedi.K.S., “Probability and Statistics with Reliability, Queueing and Computer Science Applications”, 2nd Edition, John Wiley and Sons, 2002.
- Hwei Hsu, “Schaum‟s Outline of Theory and Problems of Probability, Random Variables and Random Processes”, Tata McGraw Hill Edition, New Delhi, 2004.
- Yates. R.D. and Goodman. D. J., “Probability and Stochastic Processes”, 2nd Edition, Wiley India Pvt. Ltd., Bangalore, 2012.
For all other B.Tech IT 4th sem syllabus go to Anna University B.Tech Information Technology (IT) 4th Sem Course Structure for (R13) Batch.All details and yearly new syllabus will be updated here time to time.
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