雲端系統與雲服務架構
Cloud Computing & Service Architecture
學期
109-1
學分
3
學分
當期課號
5969
永久課號
IOG5024
開課單位
智慧科學暨綠能學院
授課教師
郭志義
校區
歸仁
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
2 09:00–09:50 | 雲端系統與雲服務架構 CM216 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
概述
本課程介紹核心雲計算系統及大數據處理架構,以 Amazon AWS 為例結合課堂實作、作業及期末專題,期使學生從實作中驗證理論。
先修科目
電腦概論與 python 程式語言基礎
教學方式
課堂講解與實作 作業 專題
評分方式
作業(30%) 期中考(30%) 期末專題(40%)
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | - Overview of Cloud Computing & Cloud Architecture - Student setup Amazon AWS Educate account |
| 第 2 週 | - Server virtualization - In-class hands-on labs - Homework#1 |
| 第 3 週 | - Storage virtualization |
| 第 4 週 | - Network virtualization - OS virtualization |
| 第 5 週 | - User management - Role based resource access management - Security group & Network Access Control List - Hands-on, in-class lab: AWS IAM |
| 第 6 週 | - Data center network topology - Virtual Private Cloud & CIDR blocks - Private/Public Subnets - Hands-on labs: AWS VPC - Homework#2 |
| 第 7 週 | - Domain Name Resolution - Network Address Translation - Virtual Private Network - Hands-on lab: Route53, EIP, NAT, VPN |
| 第 8 週 | - Tightly vs loosely couple systems - Messaging systems: producer/consumer & publication/subscription models - Load balancer - Hands-on lab: AWS ELB, Auto- Scaling, Route53, SQS, SNS - Homework#3 |
| 第 9 週 | - Data stores: block-, file-, object-based stores - Data warehouse - Data lifecycle management |
| 第 10 週 | - Data lifecycle management - Invited Talk: mydlink Ops - Hands-on lab: AWS ELB, S3, Glacier, RDS, DynomoDB, EFS, Redshift and data lifecycle management |
| 第 11 週 | Midterm |
| 第 12 週 | Cloud Security - Security threats - Application firewalls - Network firewalls - Access controls - User controls - Hands-on lab: AWS Security Group, Network ACL, IAM Role - Homework#4 |
| 第 13 週 | Cloud-Native Application Architecture - Cloud native apps - Zero downtime upgrades, - versioned services, and parallel deployments - Service discovery and dynamic routing - Interaction among services - Cloud-native design patterns - Hands-on lab: AWS Lambda, EKS, ECS, CoreDNS, Envoy |
| 第 14 週 | Case study 1: AWS Sagemaker for Machine Learning |
| 第 15 週 | Case Study 2: AWS AIoT & Serverless system |
| 第 16 週 | Term project presentations |
教科書
Essentials of Cloud Computing, A Holistic Perspective, C. Surianarayanan & P. Raj Chelliah, Springer 2019 Some materials curated by the lecturer and other materials from AWS Academy
Office Hours
- 地點
- 奇美樓320
- 時間
- 事先約定
- 聯絡方式
- tkuo@nctu.edu.tw