wiki:NCHCCloudCourse100802
雲端計算與應用
Cloud Computing and its Applications

課程資訊 Course Info.

  • 上課時間: 2010/7/12 (一) ~ 2010/8/20 (五) 13:30 ~ 16:20
  • Date and Time: 13:30 to 16:20, from 12 July 2010 to 20 Aug. 2010, every Monday, Wednesday and Friday
  • 上課地點: 國家高速網路與計算中心 新竹事業群(300 新竹市科學工業園區研發六路七號) <地圖> 階梯教室
  • Location: No. 7, RD VI Road, Hsin-Chu, Taiwan - National Center for High-performance Computing

課程大綱 Course Outline

時段
Date
分類
Section
課程內容 Topics 主講人
Lectuer
投影片
Slides
實作
Hands-On
補充資料
Notes
7/12 Introduction Introduction to Parallel, Cluster,
Grid Computing and Web Service
東海大學資工系
楊朝棟 教授
Prof. Chao-Tung Yang
1-1
7/14 Introduction The Anatomy of cloud computing 東海大學資工系
楊朝棟 教授
Prof. Chao-Tung Yang
1-2 HW1
7/16 Theory Distributed File System: Overview 中研院資科所
王建民 副研究員
Dr. Chien-Min Wang
2-1
7/19 Theory Distributed File Systems: Issues 中研院資科所
王建民 副研究員
Dr. Chien-Min Wang
2-2
7/21 Theory Distributed File Systems: Case Studies 中研院資科所
王建民 副研究員
Dr. Chien-Min Wang
2-3
7/23 Theory Distributed File Systems for Clouds 中研院資科所
王建民 副研究員
Dr. Chien-Min Wang
2-4 HW2-1
HW2-2
7/26 Theory Workload Model, Job Scheduling,
and Resource Allocation
台中教育大學資科系
黃國展 助理教授
Prof. Kuo-Chan Huang
3-1
7/28 Theory Workload Model, Job Scheduling,
and Resource Allocation
台中教育大學資科系
黃國展 助理教授
Prof. Kuo-Chan Huang
3-2
7/30 Theory Workload Model, Job Scheduling,
and Resource Allocation
台中教育大學資科系
黃國展 助理教授
Prof. Kuo-Chan Huang
3-3 Exam 3
8/02 Skills - Build Your Private Cloud with Open Source
- Introduction to Hadoop : History and Terminology
國網中心軟體技術組
王耀聰 副研究員
Jazz Yao-Tsung Wang
4-1
4-2
- 四頁列印版/4 pages
8/04 Hands-on - Introduction to HDFS
- Hadoop Installation: presudo mode
國網中心軟體技術組
王耀聰 副研究員
Jazz Yao-Tsung Wang
4-3 Lab1
Lab2
@ PC Room C
8/06 Hands-on - Introduction to MapReduce
- MapReduce Programing 101
- Introduction to Clonezilla
國網中心軟體技術組
王耀聰 副研究員
Jazz Yao-Tsung Wang
4-4
4-5
Lab3
Lab4
@ PC Room B
8/09 Hands-on - Hadoop Fully Distributed Mode
- Hadoop Deployment Tool : SmartFog and DRBL
國網中心軟體技術組
王耀聰 副研究員
Jazz Yao-Tsung Wang
4-6 Lab5 @ PC Room B
8/11 Skills - Hadoop Ecosystem : HBase, Pig and Streaming 國網中心軟體技術組
王耀聰 副研究員
Jazz Yao-Tsung Wang
4-7 Demo1 HW3
8/13 Application - Opportunities and challenges for large-scale data collections
- Introduction to photo/video representations
台大資工系
徐宏民 助理教授
Prof. Winston H. Hsu
8/16 Application - Multimodal image similarities
- Graph construction, clustering, and learning
台大資工系
徐宏民 助理教授
Prof. Winston H. Hsu
8/18 Application - Data warehousing
- Clustering algorithms
台大資工系
徐宏民 助理教授
Prof. Winston H. Hsu
8/20 Application - Visual semantic analysis
- Machine learning algorithms
台大資工系
徐宏民 助理教授
Prof. Winston H. Hsu
HW4

HW1

HW2-1

HW2-2

HW3

  • Due: 2010/08/20 (Fri.)
  • Try to run hadoop streaming job on http://hadoop.nchc.org.tw
    • Mapper: /bin/cat
    • Reducer: /usr/bin/wc
    • Input: /etc/hadoop/conf
    • Output: /user/${id}/output
  • Run with extra parameter with -numReduceTasks
  • Please take screenshot of both results and compare the results. Compare the time of 1 reducer with 8 reducers.
  • Send a report of this homework to jazz_AT_nchc_DOT_org_DOT_tw

HW4

  • The goal for the assignment is to exercise the MapReduce implementation for constructing inverted file indexing from the small set of (nine) documents. The document id is at the first number.
  • data could be download from here.
  • The due is on August 27, Friday.
  • Please send the source code and the output to the lecturer winston AT csie DOT ntu DOT edu DOT tw
Last modified 12 years ago Last modified on Aug 20, 2010, 4:15:05 PM

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