MapReduce: A Flexible Data Processing Tool.
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| Title: | MapReduce: A Flexible Data Processing Tool. |
|---|---|
| Authors: | DEAN, JEFFREY1 jeff@google.com, GHEMAWAT, SANJAY1 sanjay@google.com |
| Source: | Communications of the ACM. Jan2010, Vol. 53 Issue 1, p72-77. 6p. 1 Color Photograph. |
| Subject Terms: | *DATA analysis, ELECTRONIC data processing software, INVERTED indexes, DATABASE management software, SEARCH engine programming |
| Company/Entity: | GOOGLE Inc. GOOG |
| Abstract: | The authors discuss the MapReduce (MR) programming model for processing and generating large amounts of data. They mention their design of an MR system for search engine company Google Inc. for a simplified inverted index. Google has since used MR for other programs including machine learning and machine translation. The Hadoop open source version of MR has been used by a number of organizations. The authors compare MR to a model in which a parallel database management system (DBMS) performs all data analysis. |
| Database: | Business Source Index |
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