Course Syllabus

Course Information：

Year-Semester Course Number Course Name Phase Credits Hours Required/Elective Instructor Class Student NO. Withdraw Note

Spring Semester
Year 2025 341977 Cloud Computing 1 3.0 3 ★ Wang Yung-Chung GEE 16 2 預選40人

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2025	341977	Cloud Computing	1	3.0	3	★	Wang Yung-Chung	GEE	16	2	預選40人

Course Plan：

Instructor Wang Yung-Chung　Office Hours

Email ycwang@ntut.edu.tw

Last Updated 2024-12-17 16:26:57

Course Objective 以並行計算架構和分散式系統的開始，探討當代的雲端運算基礎設施，它們是如何部署在亞馬遜、谷歌和蘋果等公司，以及雲端運算應用的領域，如醫療保健、銀行和科學。也探討如何成功地使用虛擬化、資源管理和適量的網絡支持，包括內容分發網絡和存儲區域網絡，以在企業用戶部署雲端運算的應用

Course Schedule 第一週:Cloud Computing Principles and Technologies 第二週:Big Data, IoT, Sensors, GPS, and Cloud Analytics 第三週Big Data, IoT, Sensors, GPS, and Cloud Analytics 第四週:Virtual Machines, Containers and Cluster Operating Systems 第五週:Virtual Machines, Containers and Cluster Operating Systems 第六週:Cloud Architecture,Services 第七週:Cloud Architecture,Services 第八週:期中考第九週:Mobile, IoT, SocialMedia and Mashup Services 第十週:Mobile, IoT, SocialMedia and Mashup Services 第十一週:Artificial Intelligence and Machine Learning Algorithms 第十二週:Artificial Intelligence and Machine Learning Algorithms 第十三週:Smart Machines, Deep Learning with Convolutional Neural Networks 第十四週:Smart Machines, Deep Learning with Convolutional Neural Networks 第十五週:MapReduce Paradigm, Hadoop and Spark Programming 第十六週:MapReduce Paradigm, Hadoop and Spark Programming 第十七週:期末考

Evaluation and grading policy 1st examination 45% 2nd examination 45% Paper presentation 10%

Materials All right reserved. Do not reproduce without permission.

Foreign-language textbooks:Yes
Cloud Computing for Machine Learning and Cognitive Applications Kai Hwang Published by The MIT Press, Cambridge, MA, on June 16, 2017. Library of Congress ISBN 978-0-262-03641-2.

The access to curricular consultation 諮商時間：星期三下午2:00-5:00
星期四下午2:00-5:00

Expanding teaching and resources

The course corresponds to the SDGs SDG8：尊嚴就業與經濟發展（Decent Work and Economic Growth）
SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure）

Does the course incorporate AI

Note
若疫情因素採遠距教學，
1 則以下列link https://meet.google.com/czb-inwf-add
2 google meet線上教學並錄影
3 課程錄影上傳至北科i學園PLUS

Instructor	Wang Yung-Chung　Office Hours
Email	ycwang@ntut.edu.tw
Last Updated	2024-12-17 16:26:57
Course Objective	以並行計算架構和分散式系統的開始，探討當代的雲端運算基礎設施，它們是如何部署在亞馬遜、谷歌和蘋果等公司，以及雲端運算應用的領域，如醫療保健、銀行和科學。也探討如何成功地使用虛擬化、資源管理和適量的網絡支持，包括內容分發網絡和存儲區域網絡，以在企業用戶部署雲端運算的應用
Course Schedule	第一週:Cloud Computing Principles and Technologies 第二週:Big Data, IoT, Sensors, GPS, and Cloud Analytics 第三週Big Data, IoT, Sensors, GPS, and Cloud Analytics 第四週:Virtual Machines, Containers and Cluster Operating Systems 第五週:Virtual Machines, Containers and Cluster Operating Systems 第六週:Cloud Architecture,Services 第七週:Cloud Architecture,Services 第八週:期中考第九週:Mobile, IoT, SocialMedia and Mashup Services 第十週:Mobile, IoT, SocialMedia and Mashup Services 第十一週:Artificial Intelligence and Machine Learning Algorithms 第十二週:Artificial Intelligence and Machine Learning Algorithms 第十三週:Smart Machines, Deep Learning with Convolutional Neural Networks 第十四週:Smart Machines, Deep Learning with Convolutional Neural Networks 第十五週:MapReduce Paradigm, Hadoop and Spark Programming 第十六週:MapReduce Paradigm, Hadoop and Spark Programming 第十七週:期末考
Evaluation and grading policy	1st examination 45% 2nd examination 45% Paper presentation 10%
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:Yes Cloud Computing for Machine Learning and Cognitive Applications Kai Hwang Published by The MIT Press, Cambridge, MA, on June 16, 2017. Library of Congress ISBN 978-0-262-03641-2.
The access to curricular consultation	諮商時間：星期三下午2:00-5:00 星期四下午2:00-5:00
Expanding teaching and resources
The course corresponds to the SDGs	SDG8：尊嚴就業與經濟發展（Decent Work and Economic Growth） SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure）
Does the course incorporate AI
Note	若疫情因素採遠距教學， 1 則以下列link https://meet.google.com/czb-inwf-add 2 google meet線上教學並錄影 3 課程錄影上傳至北科i學園PLUS