The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 29, 2020
Filed:
Feb. 10, 2019
Automatic prediction system for server failure and method of automatically predicting server failure
Gluesys, Co, Ltd., Anyang-si, KR;
Seung Ho Choi, Seoul, KR;
Jae Chun No, Seoul, KR;
Gyeong Hun Kim, Suwon-si, KR;
Hyung Jun Seo, Seoul, KR;
Jae Hwan Kim, Seoul, KR;
GLUESYS, CO, LTD., Anyang-si, KR;
Abstract
The present invention relates to an automatic prediction system for a server failure, which monitors the status of a single server connected to a network and providing web, DB and network services, and predicts and warns a server failure of a target system by using the collected status data of the single server. The automatic prediction system for a server failure comprises: a data collection module to collect status information of a server and service of a target system; a model generation and optimization module to generate a CNN-based failure prediction model by using the collected data and to optimize model parameters and hyper-parameter values; and a prediction module to perform online failure prediction by using the optimized CNN-based failure prediction model.