CLOUDSEER: USING LOGS TO DETECT ERRORS IN THE CLOUD INFRASTRUCTURE

Patent №

US 9,720,753

Granted

2017-08-01

Filed 2015

Owner

NEC LABS AMERICA

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14957566

Systems and methods are disclosed for detecting error in a cloud infrastructure by running a plurality of training tasks on the cloud infrastructure and generating training execution logs; generating a model miner with the training execution logs to represent one or more correct task executions in the cloud infrastructure; after training, running a plurality of tasks on the cloud infrastructure and capturing live execution logs; and from the live execution logs, if a current task deviates from the correct task execution, indicating an execution error for correction in real-time.

Machine learningKnowledge representationPlanningAI hardwareG06F 11/0751G06F 11/0715G06F 11/3006G06F 11/3414G06F 11/3447G06F 11/3476H04L 41/142H04L 41/16

AI classification

Planning1.00
Machine learning1.00
AI hardware0.98
Knowledge representation0.98
Vision0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

NEC LABS AMERICA

assignment · 371950186

Assignors

ZHANG, HUI, YU, XIAO, JOSHI, PALLAVI, XU, JIANWU, JIANG, GUOFEI

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

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