課程名稱 |
系統效能評估 PERFORMANCE MODELING |
開課學期 |
97-1 |
授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
授課教師 |
周承復 |
課號 |
CSIE5023 |
課程識別碼 |
922 U0240 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三2,3,4(9:10~12:10) |
上課地點 |
資107 |
備註 |
限學士班四年級以上 總人數上限:50人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
An introduction to techniques and tools
- Construct and analyze a model for computer and communication system designs.
Example: Internet, operating system, parallel and distributed system, and video on demand.
* Introduction
* Probability Review
* Stochastic Processes
* Elementary Queueing Theory
- Little's Result
- Laplace transform and Z transform
- M/M/1 queue and its variants
- M/G/1 queue
* Intermediate Queueing Theory
- Priority queues
- Server with vacation
- Bounding techniques
- Matrix Geometric solutions
- Mean Value Analysis
* Fluid flow model
* Linear and Integer Programming |
課程目標 |
An introduction to techniques and tools
- Construct and analyze a model for computer and communication system designs.
Example: Internet, operating system, parallel and distributed system, and video on demand. |
課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
* Queueing Systems (Volume I & II): Leonard Kleinrock
* Introduction to Probability Models: Ross
* Probability, Stochastic Process, and Queueing Theory: Randy Nelson
* Combinatorial Optimizatio - Algorithms and Complexity: Christos H. Papadimitriou and Kenneth Steiglitz
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評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
期中考 |
20% |
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2. |
期末考 |
20% |
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3. |
作業 |
20% |
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4. |
出席 |
5% |
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5. |
專案 |
25% |
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