TECHNOLOGY FOR LOGGING LEVELS AND TRANSACTION LOG FILES

Patent №

US 11,636,003

Granted

2023-04-25

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17363212

Dynamic logging includes generating parsed event data by at least one natural language processor responsive to event data of a log for transactions of a target application. In response to the parsed event data, a first classifier classifies context states of the respective transactions of the target application. In response, a second classifier classifies trouble prone states of the respective transactions, wherein the trouble prone states are for respective hierarchical levels. When a logic module determines, for a current one of the trouble prone states for a current transaction, that the current trouble prone state is a higher trouble prone level than for a transaction immediately preceding the current transaction, the logic module sends an increased log detail selection to the target application, so that a greater amount of log detail is logged for at least a next transaction after the current transaction.

Machine learningNatural languageSpeechPlanningAI hardwareG06F 11/0787G06F 11/0721G06F 11/0778G06F 21/552G06N 20/00G06N 20/20G06F 2221/034

AI classification

Natural language1.00
Speech0.99
Planning0.94
Machine learning0.89
AI hardware0.68
Knowledge representation0.47
Vision0.02
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 567250881

Assignors

NAGAR, RAGHUVEER PRASAD, HULUGUNDI, JAGADESH RAMASWAMY, SOLANKI, ABHISHEK, TANGIRALA, SUBBA RAYUDU

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

From the same owner

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