| | 1 | = 2012-03-27 = |
| | 2 | |
| | 3 | == Hadoop == |
| | 4 | |
| | 5 | * 一些關於 Hadoop 的學習資訊： |
| | 6 | * MapReduce Framework |
| | 7 | * Great 1 hour video introduction: http://nosqltapes.com/video/understanding-mapreduce-with-mike-miller |
| | 8 | * Read the famous 2004 paper from Google that kicked off the MapReduce revolution. This is a very readable paper that can be digested in about 2 - 3 hours: http://research.google.com/archive/mapreduce.html |
| | 9 | * Here's a 33 minute video on what kinds of simple things you can do with MapReduce: http://www.cloudera.com/videos/mapreduce_algorithms |
| | 10 | * Google's MapReduce course: http://code.google.com/edu/parallel/mapreduce-tutorial.html |
| | 11 | * Beginner Hadoop |
| | 12 | * Excellent beginner's video on understanding Hadoop, MapReduce and HDFS: http://www.cloudera.com/protected/?resource=introduction-to-apache-mapreduce-and-hdfs |
| | 13 | * Understanding the Hadoop ecosystem: http://www.cloudera.com/protected/?resource=apache-hadoop-ecosystem |
| | 14 | * HDFS |
| | 15 | * An easy 2-3 hour read about Hadoop's distributed File System: http://www.aosabook.org/en/hdfs.html |
| | 16 | * Labs |
| | 17 | * Install VirtualBox on your laptop, get an Ubuntu Virtual Machine going and follow this excellent tutorial to install your first Hadoop node: http://www.michael-noll.com/tutorials/running-hadoop-on-ubuntu-linux-single-node-cluster/ |
| | 18 | * Then use this to scale your cluster to multiple nodes: http://www.michael-noll.com/tutorials/running-hadoop-on-ubuntu-linux-multi-node-cluster/ |
| | 19 | * Run a MapReduce job in Python on your cluster: http://www.michael-noll.com/tutorials/writing-an-hadoop-mapreduce-program-in-python/ |
