課程說明(Course Description)
<br>  We will teach the fundamental knowledge of cloud computing and big data, and the technology behind cloud computing.
<br>  Then you will do programming and develop software applications using some of the most popular cloud computing tools(Hadoop/Hive/Spark, etc) and real cloud platforms(AWS/BlueMix/GAE/Azure).
<br>  This course is graded 100% by programming homework and lab assignments.
<br>  The loading won't be light, and you are required to learn many different programming languages(java, scala, pig, query languages, etc) and programming models in short period of time.
<br>  So if you don't want to spend time on coding or learning new programming environments, you should consider other options.
<br> 
<br>教學進度:
<br>(1)Cloud Computing Intro
<br>(2)BigData Intro
<br>(3)IaaS Study: AWS(EC2, S3, etc)
<br>(4)PaaS(Cloud Foundry) Study: IBM BlueMix/Google App Engine(GAE)/Azure
<br>(5)MapReduce Introduction
<br>(6)MapReduce Programming: Hadoop
<br>(7)MapReduce Algorithm
<br>(8)Distributed Processing (Spark, Storm, DryadLINQ, etc)
<br>(9)NoSQL DB: BigTable
<br>(10)NoSQL Processing: Pig, Hive
<br>
<br>Lab:
<br>(1)AWS Lab
<br>(2)BlueMix/GAE/Azure Lab
<br>(3)Hadoop Lab
<br>(4)Spark Lab
<br>(5)Hive/Pig Lab
<br>
<br>成績考核(Evaluation)
<br>25% HW1: Developing App on PaaS Cloud Platform (Team with 3 people)
<br>25% HW2: Inverted Index implemented by Hadoop (Individual)
<br>25% HW3: Page Rank & Searching Engine implemented by Hadoop & Hive (Individual)
<br>25% Labs: each lab 5% (Individual)