排隊理論
Queuing Theory
| 節 | 週二 |
|---|---|
3 10:10–11:00 | 排隊理論 ED302 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
This course provides a comprehensive understanding of probability and queueing models, their analysis, and applications in telecommunications. Students will learn to model and analyze queueing systems, emphasizing cost-effective service provision and real-world applications. The course also prepares students for research in telecommunications applications of probability models and queueing theory.
1. Probability Theory 2. Proficiency in at least one Programming Language
This is an EMI course, and the slides for lectures in PDF format will be provided on the E3 platform. Students are required to develop independent thinking and apply the theorems and models learned in this course to real-world queueing problems. Reflective and critical thinking, along with collaborative work, are essential. Finally, effective presentation of your solutions and conclusions is also a crucial skill to master.
1. Homework assignments (40% ) 2. Midterm exam (20%) 3. Final exam (30%) 4. Attendance + Presentation (10%)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Chapter 0 Introduction |
| 第 2 週 | Chapter 1 Background on Relevant Probability Topics |
| 第 3 週 | Chapter 1 Background on Relevant Probability Topics |
| 第 4 週 | Chapter 2 Relevant Background on Stochastic Processes |
| 第 5 週 | Chapter 2 Relevant Background on Stochastic Processes |
| 第 6 週 | Chapter 3 General Queueing and Teletraffic Concepts; Chapter 4 Simulations |
| 第 7 週 | Chapter 5 Deterministic Queue Models (D/D/ ...) |
| 第 8 週 | Mid-term Exam |
| 第 9 週 | Chapter 6 M/M/1 |
| 第 10 週 | Chapters 7-9 M/M/∞, M/M/k/k, and M/M/k |
| 第 11 週 | Chapters 7-9 M/M/∞, M/M/k/k, and M/M/k |
| 第 12 週 | Chapters 7-9 M/M/∞, M/M/k/k, and M/M/k |
| 第 13 週 | Chapter 13 Processor Sharing; Chapter 16 M/G/1 and Extensions |
| 第 14 週 | Chapter 20 Network Models and Applications |
| 第 15 週 | Final Project |
| 第 16 週 | Final Exam |
書名: Introduction to Queueing Theory and Stochastic Teletraffic Models 作者: Moshe Zukerman [online available] https://arxiv.org/abs/1307.2968
- 地點
- In the classroom ED302
- 時間
- Following the class time (T34)
- 聯絡方式
- Email: yanglou@cs.nycu.edu.tw Ext: 56613 Teaching Assistant: 黃君瑋 Email: sor.cs12@nycu.edu.tw