INTENT-BASED ORCHESTRATION USING NETWORK PARSIMONY TREES

Patent №

US 11,637,790

Granted

2023-04-25

Filed 2022

Owner

LEVEL 3 COMMUNICATIONS, LLC

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17990363

Novel tools and techniques are provided for implementing intent-based orchestration using network parsimony trees. In various embodiments, in response to receiving a request for network services that comprises desired characteristics and performance parameters for the requested network services without information regarding specific hardware, hardware type, location, or network, a computing system might generate a request-based parsimony tree based on the desired characteristics and performance parameters. The computing system might access, from a datastore, a plurality of network-based parsimony trees that are each generated based on measured network metrics, might compare the request-based parsimony tree with each of one or more network-based parsimony trees to determine a fitness score for each network-based parsimony tree, and might identify a best-fit network-based parsimony tree based on the fitness scores. The computing system might identify and might allocate network resources based on the identified best-fit network-based parsimony tree, for providing the requested network services.

Machine learningKnowledge representationPlanningAI hardwareH04L 67/101G06F 16/2246G06F 16/51G06N 3/04G06T 11/10G06T 11/26H04L 41/0816H04L 41/5009+10 more

AI classification

AI hardware1.00
Planning1.00
Knowledge representation0.99
Machine learning0.93
Natural language0.23
Vision0.22
Evolutionary computation0.04
Speech0.02

Ownership

LEVEL 3 COMMUNICATIONS, LLC

assignment · 618600665

Assignors

MCBRIDE, KEVIN M., DWYER, BRETT E., SUTHERLAND, JAMES E., LIN, JAMIE, SMITH, BRENT, BALANOFF, GLENN B., MOSS, FRANK, DREYER, BRYAN

On an employer assignment, the assignors are typically the inventors.

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