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From "Leitao Guo (JIRA)" <j...@apache.org>
Subject [jira] Created: (HADOOP-3674) dynamic heartbeat interval for the locality-aware task scheduling
Date Tue, 01 Jul 2008 08:07:45 GMT
dynamic heartbeat interval for the locality-aware task scheduling

                 Key: HADOOP-3674
                 URL: https://issues.apache.org/jira/browse/HADOOP-3674
             Project: Hadoop Core
          Issue Type: Wish
          Components: mapred
            Reporter: Leitao Guo
            Priority: Minor

In current hadoop release (0.17.0), there is no special scheduling policy for those tasktrackers
who have no data for some jobs. So, there would be inefficient in some senarios. For example,
tasktracker A has the data for a job, but tasktracker B, which has no data for this job, sends
the heartbeat message to the jobtracker for a new task before tasktrack A. The task may be
scheduled to B instead of A. While Jobtracker has to find a new task for tasktracker A when
A ask for a new task. 

In this situation, if jobtracker has some reservation policy, such as reserve the task for
tasktracker A and let B ask for new task in the next heartbeat message, that would be more
efficient. Because before tasktracker B asking for new task the second time, tasktracker A
has applied for a new task and jobtracker has scheduled the task to A.

Here is a rough idea to deal with the senario above:
(1) Jobtracker receives the heartbeat message sent by tasktracker B, which has no data for
any job.
(2) Jobtracker send response message to tasktracker B with a new heartbeat message interval,
but does not schedule new task to B.  The new heartbeat interval should be shorter the current
heartbeat interval, for example, current_heartbeat_interval/2.
(3) Tasktracker B receive the response from jobtracker, and sends another heartbeat message
for a new task after a period of current_heartbeat_interval/2 .
(4) Jobtracker then find a new task for tasktracker B.

This is just an primary idea for the improvement of the locality-aware scheduling. Any comments
are welcome.

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