[METRON-290] Add ontologies to Stellar for building knowledge graphs

• Type: New Feature
• Status: To Do
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: 0.2.1BETA
• Labels: METRON_ML
• Assignee: Casey Stella
• Reporter: James Sirota
• Created: 08/Jul/16 04:13
• Updated: 28/Jul/17 04:41

Description

I want to be able to define, extract, and build ontologies/relations from Metron telemetry. Here is an example. If my message is as follows:

{ip1:someIP1, ip2:someIp2, protocol:TCP,userAgent:A1}

I want the following config defined:

ontology1: ip1 connectsTo ip2
ontology2: ip1 hasProtocol protocol
ontology3: ip1 hasUserAgent userAgent
...
ontology n

And from that config I want the following be created with Stellar:

someIP1 : connectsTo : someIP2
someIP1 : hasProtocol : TCP
someIP1: hasUserAgent: A1

And then be pushed to a graph database with a TTL value. By applying these to multiple telemetries we create a knowledge graph. This is one of the fundamental capabilities that Metron needs for doing advanced analytics

Issue Links

• Blocked: METRON-271 Add graph DB to the platform