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From "Matt Foley (JIRA)" <j...@apache.org>
Subject [jira] Created: (HDFS-1667) Consider redesign of block report processing
Date Mon, 28 Feb 2011 07:03:37 GMT
Consider redesign of block report processing

                 Key: HDFS-1667
                 URL: https://issues.apache.org/jira/browse/HDFS-1667
             Project: Hadoop HDFS
          Issue Type: Improvement
          Components: name-node
    Affects Versions: 0.22.0
            Reporter: Matt Foley
            Assignee: Matt Foley

The current implementation of block reporting has the datanode send the entire list of blocks
resident on that node in every report, hourly.  BlockManager.processReport in the namenode
runs each block report through reportDiff() first, to build four linked lists of replicas
for different dispositions, then processes each list.  During that process, every block belonging
to the node (even the unchanged blocks) are removed and re-linked in that node's blocklist.
 The entire process happens under the global FSNamesystem write lock, so there is essentially
zero concurrency.  It takes about 90 milliseconds to process a single 50,000-replica block
report in the namenode, during which no other read or write activities can occur.

There are several opportunities for improvement in this design.  In order of probable benefit,
they include:
1. Change the datanode to send a differential report.  This saves the namenode from having
to do most of the work in reportDiff(), and avoids the need to re-link all the unchanged blocks
during the "diff" calculation.
2. Keep the linked lists of "to do" work, but modify reportDiff() so that it can be done under
a read lock instead of the write lock.  Then only the processing of the lists needs to be
under the write lock.  Since the number of blocks changed is usually much smaller than the
number unchanged, this should improve concurrency.
3. Eliminate the linked lists and just immediately process each changed block as it is read
from the block report.  The work on HDFS-1295 indicates that this might save a large fraction
of the total block processing time at scale, due to the much smaller number of objects created
and garbage collected during processing of hundreds of millions of blocks.
4. As a sidelight to #3, remove linked list use from BlockManager.addBlock().  It currently
uses linked lists as an argument to processReportedBlock() even though addBlock() only processes
a single replica on each call.  This should be replaced with a call to immediately process
the block instead of enqueuing it.

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