Similarity-based retrieval of software investigation log sets for accelerated software deployment
US10685292B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 31, 2016 |
| Grant date | Jun 16, 2020 |
| Priority date | — |
| Expiry date | Feb 11, 2039 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L67/561
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A method in one embodiment comprises extracting features from each of a plurality of software investigation log sets, generating representations for respective ones of the software investigation log sets based at least in part on the corresponding extracted features, and storing the representations in a knowledge base. In conjunction with obtaining at least one additional software investigation log set, the method generates a representation of the additional software investigation log set, identifies one or more of the representations previously stored in the knowledge base that exhibit at least a specified similarity to the representation of the additional software investigation log set in accordance with one or more statistical models, and presents information characterizing the one or more software investigation log sets corresponding to respective ones of the identified one or more representations in a user interface. The method is illustratively implemented in a machine learning system of a processing platform.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.