Gluesys Co., Ltd.

Hyung Jun Seo

Seung Ho Choi

Gyeong Hun Kim

Jae Hwan Kim

Jae Chun No

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.

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Seoul, South Korea

Hyung Jun Seo