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https://issues.apache.org/jira/browse/FLINK-2302?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14609719#comment-14609719
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Maximilian Michels commented on FLINK-2302:
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Another issue is the network ports but we already have this solved with the 
{{ForkableMiniCluster}} which adjusts its listening ports.

> Allow multiple instances to run on single host
> ----------------------------------------------
>
>                 Key: FLINK-2302
>                 URL: https://issues.apache.org/jira/browse/FLINK-2302
>             Project: Flink
>          Issue Type: Improvement
>          Components: Start-Stop Scripts
>    Affects Versions: 0.10
>            Reporter: Ufuk Celebi
>             Fix For: 0.10
>
>
> The scripts currently can only run a single component like TaskManager per 
> host.
> The main reason is that there is a single PID file per running process (e.g. 
> TaskManager). If this file exists, no other process of the respective type 
> can be started. Instead of having a single file per process with a single 
> PID, we can append multiple PIDs to one file, e.g. a {{tm.pid}} can look like:
> {code}
> pid tm1
> pid tm2
> {code}
> Stopping a TM then removes a single PID in -FIFO fashion (add pids at tail, 
> remove pids from head)- in LIFO fashion (add/remove pids at/from tail). LIFO 
> is important to ensure that the log files can be automatically  enumerated by 
> number of pids per host w/o overwriting existing log files.



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