How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method. Yang, Y., Wu, Y., Pattabiraman, K., Wang, L., & Li, Y. In 2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE), pages 59–69. IEEE. bibtex @InProceedings{yang20how,
author = {Yang, Yong and Wu, Yifan and Pattabiraman, Karthik and Wang, Long and Li, Ying},
booktitle = {2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE)},
date = {2020},
title = {How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method},
organization = {IEEE},
pages = {59--69},
comment = {* very nice abstract
* motivation: anomaly detection in distributed systems
* inject faults to assess the anomaly detectors
* at statement level
* provide nice fault model
* "Limited coarse-grained failures cannot represent the diversity of
anomalies"
* "developers should explicitly record the error messages when designing
the error-handling mechanisms"
* experimental evaluation based on three state-of-the-art anomaly
detection tools},
file = {:yang20how - How Far Have We Come in Detecting Anomalies in Distributed Systems_ An Empirical Study with a Statement-level Fault Injection Method.pdf:PDF},
groups = {fault injection, abstracts},
timestamp = {2021-03-02},
}
Downloads: 0
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