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https://issues.apache.org/jira/browse/FLINK-4545?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15932773#comment-15932773
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zhijiang commented on FLINK-4545:
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[~StephanEwen], Yeah, there are two cases, first is for all task managers with 
the same certain size like mini cluster mode, and the above three parameters 
"fraction, min, max" Nico mentioned can both work for network memory.

Second is for computing the size of container like in yarn mode, and we 
actually need a configuration parameter for network memory,  maybe the 
parameter `taskmanager.network.memory.max` Nico mentioned above can still work 
for that. My understanding is right?

> Flink automatically manages TM network buffer
> ---------------------------------------------
>
>                 Key: FLINK-4545
>                 URL: https://issues.apache.org/jira/browse/FLINK-4545
>             Project: Flink
>          Issue Type: Wish
>          Components: Network
>            Reporter: Zhenzhong Xu
>
> Currently, the number of network buffer per task manager is preconfigured and 
> the memory is pre-allocated through taskmanager.network.numberOfBuffers 
> config. In a Job DAG with shuffle phase, this number can go up very high 
> depends on the TM cluster size. The formula for calculating the buffer count 
> is documented here 
> (https://ci.apache.org/projects/flink/flink-docs-master/setup/config.html#configuring-the-network-buffers).
>   
> #slots-per-TM^2 * #TMs * 4
> In a standalone deployment, we may need to control the task manager cluster 
> size dynamically and then leverage the up-coming Flink feature to support 
> scaling job parallelism/rescaling at runtime. 
> If the buffer count config is static at runtime and cannot be changed without 
> restarting task manager process, this may add latency and complexity for 
> scaling process. I am wondering if there is already any discussion around 
> whether the network buffer should be automatically managed by Flink or at 
> least expose some API to allow it to be reconfigured. Let me know if there is 
> any existing JIRA that I should follow.



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