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What is mapreduce in hadoop

  • what is map
  • what is reduce
  • example with graph

mapreduce for incremental

incoop techniques

challenges: transparency challenges: efficiency

Inc-HDFS

Incremental Map (first run VS second/further runs)

Incremental Reduce

Questions:

diferent aditional phases plain hadoop memoazation and contration contration performs it stuff automatically/manually ?

what would be a better decision for this automatically lots of grained or less but bigger inputs (similar, esta nos results)

memoization, what is it ? what happens if we skip it ? prevent repeated computations (cached value) we will degrain to base regular mapreduce