Examining Intelligent Failure Detection Models Using Metric Logs and Machine Learning in a Cloud Environment

Abstract

This paper describes the process of building and optimizing a machine learning model using server metric logs to predict game service failures. Of 334 servers in operation for the game service, 29 logs were utilized