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courses:mapreduce-tutorial [2012/01/31 12:44] straka |
courses:mapreduce-tutorial [2012/02/05 20:01] (current) straka |
* [[.:mapreduce-tutorial:Introduction]] | * [[.:mapreduce-tutorial:Introduction]] |
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| ===== Overview ===== |
| * [[.:mapreduce-tutorial:Hadoop job overview]] |
| * [[.:mapreduce-tutorial:Managing a Hadoop cluster]] |
| * [[.:mapreduce-tutorial:Running jobs]] |
| * [[.:mapreduce-tutorial:Perl API]], [[http://hadoop.apache.org/common/docs/r1.0.0/api/index.html|Java API]] |
| * [[.:mapreduce-tutorial:Making your job configurable]] |
| * [[.:mapreduce-tutorial:If things go wrong]] |
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===== Day 1 ===== | ===== Day 1 ===== |
* [[.:mapreduce-tutorial:Step 14]]: N-gram language model. | * [[.:mapreduce-tutorial:Step 14]]: N-gram language model. |
* [[.:mapreduce-tutorial:Step 15]]: K-means clustering. | * [[.:mapreduce-tutorial:Step 15]]: K-means clustering. |
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| === Beyond MapReduce === |
| * [[.:mapreduce-tutorial:Step 16]]: Implementing iterative MapReduce jobs faster using All-Reduce. |
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===== Day 2 ===== | ===== Day 2 ===== |
* [[.:mapreduce-tutorial:Step 25]]: Reducers, combiners and partitioners. | * [[.:mapreduce-tutorial:Step 25]]: Reducers, combiners and partitioners. |
* [[.:mapreduce-tutorial:Step 26]]: Compression and job configuration. | * [[.:mapreduce-tutorial:Step 26]]: Compression and job configuration. |
| * [[.:mapreduce-tutorial:Step 27]]: Running multiple Hadoop jobs in one source file. |
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=== Advanced topics === | === Advanced topics === |
* [[.:mapreduce-tutorial:Step 27]]: Custom data types. | * [[.:mapreduce-tutorial:Step 28]]: Custom data types. |
* [[.:mapreduce-tutorial:Step 28]]: Running multiple Hadoop jobs in one class. | |
* [[.:mapreduce-tutorial:Step 29]]: Custom sorting and grouping comparators. | * [[.:mapreduce-tutorial:Step 29]]: Custom sorting and grouping comparators. |
* [[.:mapreduce-tutorial:Step 30]]: Custom input formats. | * [[.:mapreduce-tutorial:Step 30]]: Custom input formats. |