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Information
| Code | CENG0033 |
| Name | Internet Measurement and Traffic Engineering |
| Term | 2023-2024 Academic Year |
| Term | Fall |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | İngilizce |
| Level | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | |
| Course Instructor |
1 |
Course Goal / Objective
This course covers topics in network measurement, ranging from techniques and tools for estimating various delay- and bandwidth-related QoS metrics to bottleneck localization techniques. Fundamental challenges and difficulties existing in the field of network measurement are also addressed.
Course Content
Direct, iterative and mixed probing available bandwidth estimation techniques. Machine learning-based available bandwidth estimation techniques. Single and multiple bottleneck link capacity estimation techniques. Achievable throughput and goodput measurement techniques. Bottleneck localization techniques. Packet loss/delay characterization: statistical models. Characteristics and classification of estimation tools. Challenges and difficulties in network measurement. Measurements on mobile/wireless and high-speed networks. Testbed design, cross-traffic scenarios, and experimental evaluation aspects. Current research directions in network measurement.
Course Precondition
There are no prerequisites.
Resources
1. M. Crovella, Balachander Krishnamurthy, “Internet Measurement: Infrastructure, Traffic and Applications”, John Willy & Sons Ltd., 2006, ISBN: 978-0470014615
Notes
2. Network Management: Principles and Practice; by Mani Subramanian; Addison Wesley; 2000; ISBN 0-201-35742-9
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Ability to understand the capacity and available bandwidth estimation techniques |
| LO02 | Ability to understand the achievable throughput and goodput measurement techniques |
| LO03 | Ability to understand the delay-related metric measurement techniques |
| LO04 | Ability to understand the bottleneck localization techniques |
| LO05 | Ability to characterize and classify various QoS estimation/measurement tools |
| LO06 | Ability to understand the main challenges and difficulties in internet measurements |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | On the basis of the competencies gained at the undergraduate level, it has an advanced level of knowledge and understanding that provides the basis for original studies in the field of Computer Engineering. | 5 |
| PLO02 | Bilgi - Kuramsal, Olgusal | By reaching scientific knowledge in the field of engineering, he/she reaches the knowledge in depth and depth, evaluates, interprets and applies the information. | 4 |
| PLO03 | Yetkinlikler - Öğrenme Yetkinliği | Being aware of the new and developing practices of his / her profession and examining and learning when necessary. | 3 |
| PLO04 | Yetkinlikler - Öğrenme Yetkinliği | Constructs engineering problems, develops methods to solve them and applies innovative methods in solutions. | 3 |
| PLO05 | Yetkinlikler - Öğrenme Yetkinliği | Designs and applies analytical, modeling and experimental based researches, analyzes and interprets complex situations encountered in this process. | 4 |
| PLO06 | Yetkinlikler - Öğrenme Yetkinliği | Develops new and / or original ideas and methods, develops innovative solutions in system, part or process design. | 4 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Has the skills of learning. | 5 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Being aware of new and emerging applications of Computer Engineering examines and learns them if necessary. | 5 |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Transmits the processes and results of their studies in written or oral form in the national and international environments outside or outside the field of Computer Engineering. | 3 |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Has comprehensive knowledge about current techniques and methods and their limitations in Computer Engineering. | 2 |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Uses information and communication technologies at an advanced level interactively with computer software required by Computer Engineering. | 3 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Observes social, scientific and ethical values in all professional activities. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to Internet Measurement and Traffic Engineering | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 2 | Direct and Iterative Probing Available Bandwidth Estimation | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 3 | Mixed/Hybrid Probing Available Bandwidth Estimation | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 4 | Machine Learning-Based Available Bandwidth Estimation | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 5 | Single and Multiple Bottleneck Capacity Estimation | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 6 | Achievable Throughput and Goodput Measurements | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 7 | Bottleneck Localization | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | Packet Loss/Delay Characterization: Statistical models | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 10 | Taxonomy of Tools: Characteristics and Classification | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 11 | Challenges and Difficulties in Internet Measurements | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 12 | Measurements on Mobile/Wireless and High-Speed Networks | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 13 | Testbed Design, Cross-Traffic Scenarios and Experimental Evaluation Aspects | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 14 | Ağ Trafiği Dağılımları | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 15 | Current Research Directions in Internet Measurements | Reading related chapter in lecture notes | Öğretim Yöntemleri: Anlatım |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||