Huai Jiang

Graph-based trace analysis for microservice architecture understanding and problem diagnosis

Xiaofeng Guo, Xin Peng, Hanzhang Wang et al. · 2020 · 104 citations

Computing, Systems Engineering, Visualization +11

Groot: An Event-graph-based Approach for Root Cause Analysis in Industrial Settings

Hanzhang Wang, Zhengkai Wu, Huai Jiang et al. · 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2021 · 73 citations

Computing, Systems Engineering, Fault-tolerant Systems +13

Unsupervised Anomaly Detection on Microservice Traces through Graph VAE

Zhe Xie, Haowen Xu, Wenxiao Chen et al. · 2023 · 39 citations · Full text

Computing, Data Science, Data Mining +13

Situation-Aware Multivariate Time Series Anomaly Detection Through Active Learning and Contrast VAE-Based Models in Large Distributed Systems

Zhihan Li, Youjian Zhao, Yitong Geng et al. · IEEE Journal on Selected Areas in Communications · 2022 · 36 citations

Computing, Computer Science, Systems Engineering +13

From Point-wise to Group-wise: A Fast and Accurate Microservice Trace Anomaly Detection Approach

Zhe Xie, Changhua Pei, Wanxue Li et al. · 2023 · 16 citations · Full text

Computing, Computer Science, Embedded Systems +15