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Technologies and Applications of Cloud Computing 雲端技術與應用
Wed, 5-7 (13:10-16:00) (主顧322) 詹毓偉
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課程大綱 (Syllabus) (1) 課程說明 教科書
本課程除了介紹雲端計算的概念、相關的技術及其應用外。本課程的另一重點在於介紹Hadoop軟體及其生態系(Ecosystem),在此部分,除了介紹其基本理論外,大部分的課程單元都有相對應的Lab操作,使同學可以從中熟悉這些軟體的使用。 教科書 書名: 雲端計算, 鍾武君、鍾葉青著, 東華書局 Hadoop技術手冊(第四版),作者: Tom White, 譯者:林峰正,王耀聰,辜文元,施赬陽,周天穎,出版社:歐萊禮 自編講義
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課程大綱 (Syllabus) (2) 評分標準 期中考: 25% 課堂練習與作業: 40% 期末分組報告: 30% (以3個人為一組)
(1) Each group should PRESENT (10 min) and DEMO (5 min) your outstanding works. (2) Please turn-in documents as following when you present your final project: Presentation Slides Final Report Source Code (include Readme) Note: (1) Source Code should be EXECUTABLE and weighted 70% of term project grade. (2) Please include the README file to describe how to execute the procedure and test your outstanding work. (3) You will get 0 point if we CANNOT execute and test your functionalities. (4) You can refine all the related documents before the last class of this semester. 出席與上課表現: 5%
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課程大綱 (Syllabus) (3) 目前規劃之上課進度與授課內容說明: Week Date Topic Class Notes 1
9/14 課程說明/雲端計算介紹(一) 2 9/21 雲端計算介紹(二) Lab1: Google Site使用 - 建立個人網站(包含繳交作業區) 3 9/28 雲端計算介紹(三) Lab2: Google Analytics使用 - 分析部落格的流量 4 10/5 虛擬化技術 作業一: 說明何謂Docker、架構與其安裝(Ocam軟體錄影或截圖) (Google文件繳交) Deadline: 10/12 5 10/12 Hadoop Lab3: Hadoop安裝(偽分散模式) 6 10/19 Hadoop - HDFS Lab4: HDFS指令練習 7 10/26 Hadoop – MapReduce (一) Lab5: MapReduce Programming (WordCount) 8 11/2 Hadoop – MapReduce (二) 作業二: MapReduce Programming 9 11/9 期中考週
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課程大綱 (Syllabus) 目前規劃之上課進度與授課內容說明: Week Date Topic Class Notes 10 11/16
Hadoop Ecosystem - Sqoop & Flume Lab 6: Sqoop安裝與操作、Flume安裝與操作 11 11/23 Hadoop Ecosystem - Hive Lab 7: Hive安裝與操作 12 11/30 Hadoop Ecosystem – Pig Latin Lab 8: Pig安裝與操作 13 12/7 Hadoop Ecosystem - HBase Lab 9: Hbase安裝與操作 作業三: Hbase應用 14 12/14 Hadoop Ecosystem - Mahout Lab 10: Mahout安裝與操作 15 12/21 專題演講 (一) (邀約中) [應用Hadoop於大數據之分析] 16 12/28 Spark Introduction 17 1/4 Term Project Presentation 18 1/11
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