Nov 09

The prior update of this posting was in May, and a lot has happened related to Mapreduce and Hadoop since then, e.g.
1) big software companies have started offering hadoop-based software (Microsoft and Oracle), 2) Hadoop-startups have raised record amounts, and 3) nosql-landscape becoming increasingly datawarehouse’ish and sql’ish with the focus on high-level data processing platforms and query languages.

Personally I have rediscovered Hadoop Pig and combine it with UDFs and streaming as my primary way to implement mapreduce algorithms here in Atbrox.

Best regards,
Amund Tveit (twitter.com/atveit)

Changes from the prior postings is that this posting only includes _new_ papers (2011):

Artificial Intelligence/Machine Learning/Data Mining

Bioinformatics/Medical Informatics

Image and Video Processing

Statistics and Numerical Mathematics

Search and Information Retrieval

Sets & Graphs

Simulation

Social Networks

Spatial Data Processing

Text Processing

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6 Responses to “Mapreduce & Hadoop Algorithms in Academic Papers (5th update – Nov 2011)”

  1. 30 Hadoop and Big Data Spelunkers Worth Following | My Blog Says:

    [...] Read: MapReduce & Hadoop Algorithms in Academic Papers [...]

  2. Mapreduce & Hadoop Algorithms in Academic Papers (5th update – Nov 2011) « Another Word For It Says:

    [...] Mapreduce & Hadoop Algorithms in Academic Papers (5th update – Nov 2011) [...]

  3. Nikzad Says:

    For whom ther are interested in MapReduce, these two papers may be intersting:
    1) “A Study on Using Uncertain Time Series Matching Algorithms in Map-Reduce Applications”
    http://arxiv.org/abs/1112.5505

    2) “MapReduce Implementation of Prestack Kirchhoff Time Migration (PKTM) on Seismic Data”
    http://www.computer.org/portal/web/csdl/doi/10.1109/PDCAT.2011.50

  4. Karthikeyan Says:

    hello,
    can any one help me to find the coding or methodology for hadoop clustering in text mining? please………

  5. 09CST-FYP交流平台 » 数据分析与数据挖掘相关资源整理 Says:

    [...] 1. Mapreduce & Hadoop Algorithms in Academic Papers (5th update – Nov 2011) [...]

  6. Hadoop Learning Resources | hadoop4u Says:

    […] http://www.cloudera.com/videos/mapreduce_algorithms http://www.umiacs.umd.edu/~jimmylin/MapReduce-book-final.pdf http://atbrox.com/2011/11/09/mapreduce-hadoop-algorithms-in-academic-papers-5th-update-%E2%80%93-nov… […]

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