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From "Hudson (Commented) (JIRA)" <>
Subject [jira] [Commented] (GIRAPH-104) Save half of maximum memory used from messaging
Date Wed, 14 Dec 2011 19:37:31 GMT


Hudson commented on GIRAPH-104:

Integrated in Giraph-trunk-Commit #47 (See [])
    GIRAPH-104: Save half of maximum memory used from messaging. (aching)

aching :
Files : 
* /incubator/giraph/trunk/CHANGELOG
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/benchmark/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/comm/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/examples/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/graph/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/graph/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/graph/
* /incubator/giraph/trunk/src/main/java/org/apache/giraph/utils/

> Save half of maximum memory used from messaging
> -----------------------------------------------
>                 Key: GIRAPH-104
>                 URL:
>             Project: Giraph
>          Issue Type: Improvement
>            Reporter: Avery Ching
>            Assignee: Avery Ching
>            Priority: Critical
>         Attachments: GIRAPH-104.diff
> Currently, the amount of memory that Giraph uses for messaging is huge.  This JIRA will
reduce the messaging memory by half and provide periodic updates of memory for debugging.
 Details are below:
> Refactored RandomMessageBenchmark to an internal vertex class.  Added aggregators to
RandomMessagesBenchmark to track bytes, messages, and time for the messaging.  Adjusted the
postSuperstep() to be called after the flush() for more accurate timings.
> Added periodic minute updates for message flushing (which can take a while, especially
on the memory benchmark).  This helps to see how progress is going and gives an ETA.
> Memory optimizations include:
> - Clear the message list after computation 
> - Free vertex messages on the source as the flush is going on 
> - TreeMap -> HashMap for VertexMutations
> - Sizing the ArrayList properly in transientInMessages

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