METHODS AND SYSTEMS TO TAG TOKENS IN LOG MESSAGES

Patent №

US 10,740,211

Granted

2020-08-11

Filed 2017

Owner

VMWARE, INC.

Lab

AI components

2

kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15824781

This disclosure is directed to tagging tokens or sequences of tokens in log messages generated by a logging source. Event types of log messages in a block of log messages are collected. A series of tagging operations are applied to each log message in the block. For each tagging operation, event types that are qualified to receive the corresponding tag are identified. When a log message is received, the event type is determined and compared with the event types of the block in order to identify a matching event type. The series of tagging operations are applied to the log message to generate a tagged log message with the restriction that each tagging operation only applies a tag to token or sequences of tokens when the event type is qualified to receive the tag. The tagged log message is stored in a data-storage device.

Knowledge representationAI hardwareG06F 11/3476G06F 11/0787G06F 11/3072G06F 11/3075G06F 11/3082H04L 41/0686H04L 41/069H04L 41/046+1 more

AI classification

AI hardware0.97
Knowledge representation0.77
Vision0.21
Planning0.06
Natural language0.02
Machine learning0.00
Evolutionary computation0.00
Speech0.00

Ownership

VMWARE, INC.

assignment · 442400431

Assignors

BROWN, DARREN, KUSHMERICK, NICHOLAS, LIN, JUNYUAN

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

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