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  1. frameworks - Simple explanation of MapReduce? - Stack Overflow

    Aug 26, 2008 · MapReduce is a method to process vast sums of data in parallel without requiring the developer to write any code other than the mapper and reduce functions. The map function …

  2. How does the MapReduce sort algorithm work? - Stack Overflow

    MapReduce's use of input files and lack of schema support prevents the performance improvements enabled by common database system features such as B-trees and hash …

  3. mapreduce - Does Spark internally use Map-Reduce? - Stack …

    Feb 3, 2019 · Compared to MapReduce, which creates a DAG with two predefined stages - Map and Reduce, DAGs created by Spark can contain any number of stages. DAG is a strict …

  4. what are the disadvantages of mapreduce? - Stack Overflow

    Sep 3, 2013 · What are the disadvantages of mapreduce? There are lots of advantages of mapreduce. But I would like to know the disadvantages of mapreduce too.

  5. What is the purpose of shuffling and sorting phase in the reducer …

    Mar 3, 2014 · Then, the MapReduce job stops at the map phase, and the map phase does not include any kind of sorting (so even the map phase is faster). Tom White has been an Apache …

  6. mapreduce - How does Hadoop perform input splits? - Stack …

    5 Difference between block size and input split size. Input Split is logical split of your data, basically used during data processing in MapReduce program or other processing techniques. …

  7. Setting the number of map tasks and reduce tasks - Stack Overflow

    Jul 31, 2011 · For each input split a map task is spawned. So, over the lifetime of a mapreduce job the number of map tasks is equal to the number of input splits. mapred.map.tasks is just a …

  8. java - Mapreduce Combiner - Stack Overflow

    I have a simple mapreduce code with mapper, reducer and combiner. The output from mapper is passed to combiner. But to the reducer, instead of output from combiner,output from mapper is …

  9. Can you explain when and why mapreduce is invoked in hive

    Jun 18, 2015 · None of the above two queries invoke MapReduce for me. Why is that? (select count(*) from myTable does invoke MapReduce in my case).

  10. mapreduce - What is Hive: Return Code 2 from …

    I am getting: FAILED: Execution Error, return code 2 from org.apache.hadoop.hive.ql.exec.MapRedTask While trying to make a copy of a partitioned …