Log Parsing: How Far Can ChatGPT Go?

- Le, Van-Hoang, Zhang, Hongyu

Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs

- Zhang, Bo, Zhang, Hongyu, Le, Van-Hoang, Moscato, Pablo, Zhang, Aozhong

Understanding and predicting incident mitigation time

- Wang, Weijing, Chen, Junjie, Yang, Lin, Zhang, Hongyu, Wang, Zan

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching

- Chen, Zhuangbin, Liu, Jinyang, Su, Yuxin, Zhang, Hongyu, Ling, Xiao, Lyu, Michael R.

An empirical investigation of missing data handling in cloud node failure prediction

- Ma, Minghua, Liu, Yudong, Rajmohan, Saravanakumar, Lin, Qingwei, Tong, Yuang, Li, Haozhe, Zhao, Pu, Xu, Yong, Zhang, Hongyu, He, Shilin, Wang, Lu, Dang, Yingnong

DreamLoc: A Deep Relevance Matching-Based Framework for bug Localization

- Qi, Binhang, Sun, Hailong, Yuan, Wei, Zhang, Hongyu, Meng, Xiangxin

Improving Fault Localization and Program Repair with Deep Semantic Features and Transferred Knowledge

- Meng, Xiangxin, Wang, Xu, Zhang, Hongyu, Sun, Hailong, Liu, Xudong

Log-based Anomaly Detection with Deep Learning: How Far Are We?

- Le, Van-Hoang, Zhang, Hongyu

Patching Weak Convolutional Neural Network Models through Modularization and Composition

- Qi, Binhang, Sun, Hailong, Gao, Xiang, Zhang, Hongyu

Fast Outage Analysis of Large-Scale Production Clouds with Service Correlation Mining

- Wang, Yaohui, Li, Guozheng, Xu, Zhangwei, Zhao, Pu, Qiao, Bo, Li, Liqun, Zhang, Xu, Lin, Qingwei, Wang, Zijian, Kang, Yu, Zhou, Yangfan, Zhang, Hongyu, Gao, Feng, Sun, Jeffrey, Yang, Li, Lee, Pochian

Fighting the Fog of War: Automated Incident Detection for Cloud Systems

- Li, Liqun, Zhang, Xu, Gao, Feng, Yang, Li, Lin, Qingwei, Rajmohan, Saravanakumar, Xu, Zhangwei, Zhang, Dongmei, Zhao, Xin, Zhang, Hongyu, Kang, Yu, Zhao, Pu, Qiao, Bo, He, Shilin, Lee, Pochian, Sun, Jeffrey

Graph-based Incident Aggregation for Large-Scale Online Service Systems

- Chen, Zhuangbin, Liu, Jinyang, Su, Yuxin, Zhang, Hongyu, Wen, Xuemin, Ling, Xiao, Yang, Yongqiang, Lyu, Michael R.

HALO: Hierarchy-aware Fault Localization for Cloud Systems

- Zhang, Xu, Du, Chao, Rajmohan, Saravanakumar, Zhang, Dongmei, Li, Yifan, Xu, Yong, Zhang, Hongyu, Qin, Si, Li, Ze, Lin, Qingwei, Dang, Yingnong, Zhou, Andrew

Log-based Anomaly Detection Without Log Parsing

- Le, Van-Hoang, Zhang, Hongyu

LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection

- Xie, Yongzheng, Zhang, Hongyu, Zhang, Bo, Babar, Muhammad Ali, Lu, Sha

Onion: Identifying incident-indicating logs for cloud systems

- Zhang, Xu, Xu, Yong, Chintalapati, Murali, Rajmohan, Saravanakumar, Zhang, Dongmei, Qin, Si, He, Shilin, Qiao, Bo, Li, Ze, Zhang, Hongyu, Li, Xukun, Dang, Yingnong, Lin, Qingwei

Anomaly detection via mining numerical workflow relations from logs

- Zhang, Bo, Zhang, Hongyu, Moscato, Pablo, Zhang, Aozhong

Cost-effective testing of a deep learning model through input reduction

- Zhou, Jianyi, Li, Feng, Dong, Jinhao, Zhang, Hongyu, Hao, Dan

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search

- Gu, Jiazhen, Luo, Chuan, Qin, Si, Qiao, Bo, Lin, Qingwei, Zhang, Hongyu, Li, Ze, Dang, Yingnong, Cai, Shaowei, Wu, Wei, Zhou, Yangfan, Chintalapati, Murali, Zhang, Dongmei

How incidental are the incidents? Characterizing and prioritizing incidents for large-scale online service systems

- Chen, Junjie, Zhang, Shu, He, Xiaoting, Lin, Qingwei, Zhang, Hongyu, Hao, Dan, Kang, Yu, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei