AUTOMATED ROOT CAUSE ANALYSIS OF UNDERPERFORMING VIDEO STREAMS BY USING LANGUAGE TRANSFORMERS ON SUPPORT TICKET SYSTEMS

Patent №

US 11,743,150

Granted

2023-08-29

Filed 2021

Owner

ISTREAMPLANET CO., LLC

Lab

AI components

7

ml · nlp · speech · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17327666

A method and system corrects a content delivery infrastructure. The method of the system includes receiving a request to resolve reported issues for the content delivery infrastructure, collecting content delivery metrics for the content delivery infrastructure, executes a language transformer model on the request and the content delivery metrics to generate a set of possible resolutions with confidence ratings, and implementing an automated solution based on a resolution from the set of possible resolutions, in response to the resolution having a confidence rating above a threshold.

Machine learningNatural languageSpeechKnowledge representationPlanningEvolutionary computationAI hardwareH04L 41/0631H04L 41/509G06N 3/0455G06N 3/0475G06N 3/0895G06N 3/096G06N 20/00H04L 41/0695+10 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Speech0.99
AI hardware0.95
Machine learning0.93
Evolutionary computation0.88
Vision0.10

Ownership

ISTREAMPLANET CO., LLC

assignment · 563200966

Assignors

MISHRA, NACHIKETA

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

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