Casey Stella created METRON-265:
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Summary: 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
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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