Journal article
System Failure Detection Using Deep Learning Models Integrating Timestamps With Nonuniform Intervals
Abstract
System logs play an important role in software development and system maintenance. Many system software programs continuously generate system logs during software runtimes for failure detection and diagnosis purposes. Currently, the analysis of system log data is mainly a manual process that highly depends on human knowledge and experience. This time-consuming task has become a problem because of the ever-increasing volume of log data. Existing …
Authors
Huangfu Y; Habibi S; Wassyng A
Journal
IEEE Access, Vol. 10, , pp. 17629–17640
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 1, 2022
DOI
10.1109/access.2022.3150342
ISSN
2169-3536