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https://issues.apache.org/jira/browse/METRON-477?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16283688#comment-16283688
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Otto Fowler commented on METRON-477:
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I think that we could have features and analytics against each format that 
would give a lot to the user.

Dashboards off of the statistical projection
ML and other processing off of the reduced ( maybe the reduced get's fed to a 
new parser and becomes like a native bro/yaf? - or literally feeds into those? 
), 
In depth forensics off of full pcap

> Support lower fidelity retention of network traffic over time
> -------------------------------------------------------------
>
>                 Key: METRON-477
>                 URL: https://issues.apache.org/jira/browse/METRON-477
>             Project: Metron
>          Issue Type: Improvement
>            Reporter: Jon Zeolla
>
> Currently fastcapa supports full pcap capture.  I would like to see the 
> ability to retain network traffic for longer periods of time but at 
> increasing less fidelity.  
> For instance:
>  - Full PCAP is ingested and stored in bucket 1
>  - Transition "Full PCAP" to "Truncated PCAP" after bucket 1 hits X size, 
> stored in bucket 2
>  - Transform the truncated PCAP into flows or daily summaries after bucket 2 
> hits X size, stored in bucket 3
> This system should be setup so that the transition jobs are highly 
> configurable (as in sizes for each bucket, truncation cutoffs length, 
> transition ordering, etc.).  In addition, both the full pcap and truncated 
> pcap should be able to be retrieved using the same method (CLI, UI, etc.).  



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