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Network Performance and Evaluation
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About
Course Guidebook
Course Outline
Part A: Science and Art of NPE
Part A-I
Part A-II
Part A-III
Part B: Empirical NPE
Part B-I
Part B-II
Part B-III
Part C: Modeling and Simulation
Part C-I
Part C-II
Part C-III
Credits/ Acknowledgments
Errata
Lectures
01: Course Introduction
Links
Notes
Video
02: Science of NPE
Links
Notes
Video
03: Common NPE Errors
Demos
Links
Notes
Video
04: NPE Techniques and Metrics
Links
Notes
Video
05: Introduction to Statistics
Applets
Links
Notes
Video
06: Summarizing data
Links
Notes
Video
07: Sampling a Population
Applets
Links
Notes
Video
08: Hypothesis Testing
Applets
Links
Notes
Video
09: Confidence Intervals
Applets
Links
Notes
Video
10: Model Fitting (Regression)
Applets
Links
Notes
Video
11: Art of Modeling and NPE
Links
Notes
Video
12: Lies, Damned Lies and Statistics
Links
Notes
Video
13: Visual Display of Quantitative Data
Links
Notes
Video
14: Empirical Methods and Measurements
Links
Notes
Video
15: Workload Modeling
Links
Notes
Video
16: Common Distributions (Mediocristan)
Applets
Links
Notes
Video
17: Common Distributions (Extremistan)
Applets
Links
Notes
Video
18: Introduction to Fractals
Documentaries/ talks
Links
Notes
Video
19: Self-similarity and LRD
Links
Video
20: Experimental Design
Links
Notes
Video
21: One-Factor Experiments
Applets
Notes
Video
22: Full Factorial Designs
Video
23: Fractional Factorial Designs
Video
24: Network Management
Video
25: Internet Measurement Issues and Tools
Links
Video
26: Internet Measurement Results
Video
27: Introduction to Stochastic Processes
Applets
Links
Notes
Video
28: Common Stochastic Processes
Links
Video
29: Discrete-Time Markov Chains
Applets
Links
Video
30: Continuous-Time Markov Chains
Video
31: Introduction to Queuing Theory
Applets
Links
Notes
Video
32: Fundamentals of Queueing Theory
Video
33: Single-Server Queueing Systems
Links
Video
34: Multi-Server Queueing Systems
Links
Video
35: Queueing Networks
Links
Video
36: Operational Analysis
Video
37: Analysis of Queueing Networks
Video
38: Introduction to Simulation
Links
Notes
Resources
Video
39: Random Number Generation
Demos
Links
Video
40: Verification and Validation
Video
41: Input Modeling
Links
Video
42: Output Analysis
Links
Video
43: Comparing Systems
Links
Video
44: NPE Tools
Links
Video
45: Course Summary
Video
Slides and Videos
Videos
Network Performance and Evaluation
Notes
Definition of Simulation; Classification of simulation models: from Bolch.
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