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专家对 MapReduce 批评的要点

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   发表时间:2010-01-21  
原文来自:
DeWitt和Stonebraker对MapReduce的批评
我客观的记录一下其中的要点,以分享,如下:

4.  MapReduce is missing features

All of the following features are routinely provided by modern DBMSs, and all are missing from MapReduce:

    * Bulk loader — to transform input data in files into a desired format and load it into a DBMS
    * Indexing — as noted above
    * Updates — to change the data in the data base
    * Transactions — to support parallel update and recovery from failures during update
    * Integrity constraints — to help keep garbage out of the data base
    * Referential integrity — again, to help keep garbage out of the data base
    * Views — so the schema can change without having to rewrite the application program

In summary, MapReduce provides only a sliver of the functionality found in modern DBMSs.



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