65 citations · 262 across the 38 of their papers we have counts for
4 papers · 1 filter
SemParser: A Semantic Parser for Log Analysis
Yintong Huo, Yuxin Su, Cheryl Lee +1
Logs, being run-time information automatically generated by software, record system events and activities with their timestamps. Before obtaining more insights into the run-time st…
Graph-based Incident Aggregation for Large-Scale Online Service Systems
Zhuangbin Chen, Jinyang Liu, Yuxin Su +5
As online service systems continue to grow in terms of complexity and volume, how service incidents are managed will significantly impact company revenue and user trust. Due to the…
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems
Tianyi Yang, Jiacheng Shen, Yuxin Su +3
Service reliability is one of the key challenges that cloud providers have to deal with. In cloud systems, unplanned service failures may cause severe cascading impacts on their de…
Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection
Zhuangbin Chen, Jinyang Liu, Wenwei Gu +2
Logs have been an imperative resource to ensure the reliability and continuity of many software systems, especially large-scale distributed systems. They faithfully record runtime…