[ 
https://issues.apache.org/jira/browse/SPARK-2468?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14060543#comment-14060543
 ] 

Mridul Muralidharan commented on SPARK-2468:
--------------------------------------------

We map the file content and directly write that to the socket (except when the 
size is below 8k or so iirc) - are you sure we are copying to user space and 
back ?

> zero-copy shuffle network communication
> ---------------------------------------
>
>                 Key: SPARK-2468
>                 URL: https://issues.apache.org/jira/browse/SPARK-2468
>             Project: Spark
>          Issue Type: Improvement
>          Components: Shuffle, Spark Core
>            Reporter: Reynold Xin
>            Assignee: Reynold Xin
>            Priority: Critical
>
> Right now shuffle send goes through the block manager. This is inefficient 
> because it requires loading a block from disk into a kernel buffer, then into 
> a user space buffer, and then back to a kernel send buffer before it reaches 
> the NIC. It does multiple copies of the data and context switching between 
> kernel/user. It also creates unnecessary buffer in the JVM that increases GC
> Instead, we should use FileChannel.transferTo, which handles this in the 
> kernel space with zero-copy. See 
> http://www.ibm.com/developerworks/library/j-zerocopy/
> One potential solution is to use Netty NIO.



--
This message was sent by Atlassian JIRA
(v6.2#6252)

Reply via email to