Performance Evaluation of Computer Systems Video Lectures

Performance Evaluation of Computer Systems
'Performance Evaluation of Computer Systems' Video Lectures by Prof. Krishna Moorthy Sivalingam from IIT Madras
"Performance Evaluation of Computer Systems" - Video Lectures
1. Introduction to performance evaluation of computer systems
2. How to avoid common mistakes
3. Selection of techniques and metrics
4. Case study: Selection of techniques and metrics
5. Random Variables and probability distributions
6. Probability distributions-I
7. Probability distributions-II
8. Probability distributions-III
9. Stochastic process
10. Markov Chain
11. Slotted Aloha protocol model and discrete-time birth death process
12. Continuous time Markov chain and queuing theory-I
13. Queuing theory – I (Continued)
14. Queuing theory-II
15. Queuing theory-III
16. Queuing theory-IV
17. Queuing theory-V
18. Queuing theory-VI
19. Queuing networks-I
20. Queuing networks-II
21. Slotted Aloha Markov model
22. Simulations-I
23. Simulations-II
24. Simulations-III
25. Operational laws-I
26. Operational laws-II
27. Open and closed queuing networks
28. Approximate MVA
29. Convolution algorithm-I
30. Convolution algorithm-II
31. Load-dependent service centers
32. Hierarchical decomposition
33. Balanced Job Bounds
34. Confidence interval for propotions and introduction to experimental design
35. 2k factorial design
36. 2k r factorial design and 2k-p fractional factorial design
37. Programming aspects of discrete-event simulations-I
38. Programming aspects of discrete-event simulations-II
39. Discrete-event simulations-III
40. PetriNets-I
41. PetriNets-II
42. PetriNets-III
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