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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. 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 …

  3. mapreduce - How to optimize shuffling/sorting phase in a hadoop …

    Dec 10, 2015 · mapreduce.shuffle.max.threads: Number of worker threads for copying the map outputs to reducers. mapreduce.reduce.shuffle.input.buffer.percent: How much of heap should …

  4. Good MapReduce examples - Stack Overflow

    Sep 12, 2012 · MapReduce is a framework originally developed at Google that allows for easy large scale distributed computing across a number of domains. Apache Hadoop is an open …

  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. Setting the number of map tasks and reduce tasks

    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 …

  7. 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.

  8. 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 …

  9. 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 …

  10. Get names of all keys in the collection - Stack Overflow

    I know this is an old thread, but I seem to have a similar need. I'm using the nodejs mongodb native driver. The resulting temporary collection seems to empty always. I'm using the …