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user:majlis:hadoop [2011/11/06 13:21]
majlis |
user:majlis:hadoop [2012/01/21 17:29] (current)
majlis |
| | [[courses:mapreduce-tutorial|MapReduce Tutorial - official course]] |
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| ====== Hadoop & MapReduce ====== | ====== Hadoop & MapReduce ====== |
| * [[http://en.wikipedia.org/wiki/Hadoop|Info na wikipedii]] | * [[http://en.wikipedia.org/wiki/Hadoop|Hadoop - Wikipedii]] |
| | * [[http://en.wikipedia.org/wiki/MapReduce|MapReduce - Wikipedia]] |
| ===== Tasks ===== | * [[http://labs.google.com/papers/mapreduce.html|MapReduce: Simplified Data Processing on Large Clusters (original paper)]] + [[http://scholar.google.cz/scholar?cites=10940266603640308767&as_sdt=2005&sciodt=0,5|3650 citations]] |
| ^ Status ^ Task ^ Info ^ | |
| | 1 / 10 | [[.:hadoop:sge]] | Hadoop on SGE cluster | | |
| | 1 / 10 | [[.:hadoop:perl]] | MapReduce tasks in Perl | | |
| | 0 / 10 | [[.:hadoop:hdfs]] | User friendly access to HDFS | | |
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| ===== Books ===== | ===== Books ===== |
| * [[http://www.umiacs.umd.edu/~jimmylin/book.html|Data-Intensive Text Processing with MapReduce]] | * [[http://www.umiacs.umd.edu/~jimmylin/book.html|Data-Intensive Text Processing with MapReduce]] - contains links to courses that are using this book |
| | * [[http://i.stanford.edu/~ullman/mmds.html|Mining of Massive Datasets]] |
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| ===== Tutorials ===== | ===== Tutorials ===== |
| * [[http://developer.yahoo.com/hadoop/tutorial/|Yahoo! Hadoop Tutorial]] | * [[http://developer.yahoo.com/hadoop/tutorial/|Yahoo! Hadoop Tutorial]] |
| * [[http://code.google.com/edu/submissions/mapreduce-minilecture/listing.html|Google: Cluster Computing and MapReduce]] | * [[http://code.google.com/edu/submissions/mapreduce-minilecture/listing.html|Google: Cluster Computing and MapReduce]] |
| | * [[http://code.google.com/edu/submissions/mapreduce/listing.html|Google: MapReduce in a Week]] |
| | * [[http://sites.google.com/site/mriap2008/home|MapReduce course]] |
| | * [[http://www.slideshare.net/amundtveit/mapreduce-in-search|Mapreduce in Search]] |
| | * [[http://michaelnielsen.org/blog/implementing-statistical-machine-translation-using-mapreduce/|Implementing Statistical Machine Translation Using MapReduce]] |
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| | ===== Scientific Papers ===== |
| | * [[http://atbrox.com/2009/10/01/mapreduce-and-hadoop-academic-papers/|Mapreduce & Hadoop Algorithms in Academic Papers 1 (2009-10-01)]] |
| | * [[http://atbrox.com/2010/02/12/mapreduce-hadoop-algorithms-in-academic-papers-updated/|Mapreduce & Hadoop Algorithms in Academic Papers 2 (2010-02-12)]] |
| | * [[http://atbrox.com/2010/05/08/mapreduce-hadoop-algorithms-in-academic-papers-may-2010-update/|Mapreduce & Hadoop Algorithms in Academic Papers 3 (2010-05-08)]] |
| | * [[http://atbrox.com/2011/05/16/mapreduce-hadoop-algorithms-in-academic-papers-4th-update-may-2011/|Mapreduce & Hadoop Algorithms in Academic Papers 4 (2011-05-16)]] |
| | * [[http://www.mendeley.com/groups/1058401/mapreduce-applications/papers/|Mendeley - MapReduce]] |
| | * [[http://www.columbia.edu/~ak2834/mapreduce.html|List of papers]] |
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| | ===== Courses ===== |
| | * [[http://lintool.github.com/Cloud9/]] |
| | * [[http://dicta-f11.utcompling.com/schedule|Data-Intensive Computing for Text Analysis]] - contains slides + homeworks |
| | * [[http://courses.cs.tamu.edu/caverlee/csce689/|Internet-Scale Data Management]] - each class covers one general topic |
| | * [[http://www.eurecom.fr/~michiard/CCSS.html|Summer School on Cloud Computing: Challenges and opportunities]] - 220 slides |
| | * [[http://www.stanford.edu/class/cs341/cs341-10-proj/index.html|Project in Mining Massive Data Sets]] |
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| ===== Related projects ===== | ===== Related projects ===== |
| * [[http://mahout.apache.org/|Scalable machine learning and data mining]] | * [[http://mahout.apache.org/|Scalable machine learning and data mining]] |
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