On the effectiveness of log representation for log-based anomaly detection

An Empirical Study of the Impact of Data Splitting Decisions on the Performance of AIOps Solutions

(2021) Yingzhe Lyu et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

LogClass: Anomalous Log Identification and Classification With Partial Labels

(2021) Weibin Meng et al.   IEEE Transactions on Network and Service Management

Using black-box performance models to detect performance regressions under varying workloads: an empirical study

(2020) Lizhi Liao et al.   EMPIRICAL SOFTWARE ENGINEERING

The Impact of Automated Parameter Optimization on Defect Prediction Models

(2018) Chakkrit Tantithamthavorn et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

An Empirical Comparison of Model Validation Techniques for Defect Prediction Models

(2017) Chakkrit Tantithamthavorn et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Advances and challenges in log analysis

(2012) Adam Oliner et al.   COMMUNICATIONS OF THE ACM

Isolation-Based Anomaly Detection

(2012) Fei Tony Liu et al.   ACM Transactions on Knowledge Discovery from Data

SherLog

(2010) Ding Yuan et al.   ACM SIGPLAN NOTICES