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https://issues.apache.org/jira/browse/METRON-265?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Casey Stella updated METRON-265:
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Attachment: Model Management Infrastructure in Metron.docx
> Provide Model as a Service infrastructure to Metron
> ---------------------------------------------------
>
> Key: METRON-265
> URL: https://issues.apache.org/jira/browse/METRON-265
> Project: Metron
> Issue Type: New Feature
> Reporter: Casey Stella
> Assignee: Casey Stella
> Attachments: Model Management Infrastructure in Metron.docx
>
>
> One of the main features envisioned and requested is the ability to augment
> the threat intelligence and enrichment processes with insights derived from
> machine learning or statistical models. The challenges with this sort of
> infrastructure are
> • Applying the model may be sufficiently computationally/resource
> intensive that we need to support scaling via load balancing, which will
> require service discovery and management.
> • Models require out of band and frequent training to react to growing
> threats and new patterns that emerge.
> • Models should be language/environment agnostic as much as possible.
> These should include small-data and big-data libraries and languages.
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