Fair Multiple Task Assignment Scheduler (Assigning multiple tasks per heart 
beat)
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                 Key: MAPREDUCE-2261
                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-2261
             Project: Hadoop Map/Reduce
          Issue Type: New Feature
    Affects Versions: 0.21.0
            Reporter: Devaraj K


      Functionality wise the Fair Multiple Task Assignment Scheduler behaves 
the same way except the assignment of Tasks. Instead of assigning a single Task 
per heartbeat, it checks for all the jobs if any local or non-local Task that 
can be launched.

Fair Multiple Task Assignment Scheduler has the advantage of assigning multiple 
jobs per heart beat interval depending upon the slots available on the Task 
Tracker, by configuring the number of parallel tasks to be executed in a Task 
Tracker at any point of time. The advantages are as follows:

a) Parallel Execution allows tasks be to submitted and processed in parallel 
independent of the status of other tasks.
b) More number of tasks is assigned in a heartbeat interval and consequently 
multitasking capability increases.
c) With multi task assignment, Task Tracker efficiency is increased.


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