Lecture Slides

1.  08/08/2024 - Introduction

2. 12/08/2024 -  Detailed overview of each topic to be covered

3. 14/08/2024  - Basic Probability #1

4. 19/08/2024 - Basic Probability #2

5. 21/08/2024 - Basic Probability #3

6. 26/08/2024 - Markov Chain # 1

7. 28/08/2024 - Markov Chain # 2

8. 02/09/2024 - Markov Chain #3

9. 04/09/2024 - Stochastic Process

10. 09/09/2024 - Markov Chain #4

11. 11/09/2024 - Queueing Theory

Lecture Recordings

1. 14/08/2024  - Basic Probability #1

2. 19/08/2024  - Basic Probability #2 

3. 21/08/2024 - Basic Probability #3

4. 26/08/2024 - Markov Chain # 1

5. 28/08/2024 - Markov Chain # 2

6. 02/09/2024 - Markov Chain #3

7. 04/09/2024 - Stochastic Process

8. 09/09/2024 - Markov Chain #4

9. 11/09/2024 - Queueing Theory

10. 18/09/2024 - Queuing Theory # 2

11. 23/09/2024 - Queuing Theory #3

12. 25/09/2024 - Queuing Theory # 4

13. 30/09/2024 - Queuing Theory #5

14. 14/10/2024 - Basics of Simulation

15. 16/10/2024 - Random Number Generation #1

16. 21/10/2024 - Random Number Generation #2

17. 23/10/2024 - Random Number Generation #3

18. 28/10/2024 - Machine Learning (ML) based Modelling #1

19. 30/10/2024 - Demonstration on Origin

20. 04/11/1023 - ML-based modelling #2 ,  Demonstration of Weka

 Latex Template for Scribe:

Scribe template link

References: 

1. Introduction of Probability Models (12th Edition) by Sheldon M. Ross

2. Data Networks (2nd Edition) by Dimitri Bertsekes and Robert Gallager

3. Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications, 2nd Edition:  https://www.wiley.com/en-us/Queueing+Networks+and+Markov+Chains:+Modeling+and+Performance+Evaluation+with+Computer+Science+Applications,+2nd+Edition-p-9780471565253

 Reference Books:

1. Sheldon M. Ross: Introduction to Probability Models 7th Edition, Academic Press, 2002 

2. Donald E. Knuth: The Art of Computer Programming – Volume 2: Semi Numerical Algorithms, 2nd Edition, Addison Wesley, Reading MA, USA 2000 

3. Sheldon M. Ross Simulation 3rd Edition, Academic Press, 2002 

4. A. M. Law and W. D. Kelton: Simulation Modeling and Analysis, 3rd Edition, McGrawHill, New York, USA, 1998 

5. Raj Jain The Art of Computer Systems Performance Analysis, John Wiley and Sons, New York, USA, 1991