IEEE - Institute of Electrical and Electronics Engineers, Inc. - Device-Agnostic Log Anomaly Classification with Partial Labels

2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS)

Author(s): Weibin Meng ; Ying Liu ; Shenglin Zhang ; Dan Pei ; Hui Dong ; Lei Song ; Xulong Luo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2018
Conference Location: Banff, AB, Canada, Canada
Conference Date: 4 June 2018
Page(s): 1 - 6
ISBN (Electronic): 978-1-5386-2542-2
DOI: 10.1109/IWQoS.2018.8624141
Regular:

Anomaly classification, i.e., detecting whether a network device is anomalous and determining its anomaly category if yes, plays a crucial role in troubleshooting. Compared to KPI curves, device... View More

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