60 citations · 108 across the 7 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.LG2023★ 39 cited
OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting
Xiao He, Ye Li, Jian Tan +2
Seasonal-trend decomposition is one of the most fundamental concepts in time series analysis that supports various downstream tasks, including time series anomaly detection and for…
cs.DB2023★ 1 cited
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning
Xinyi Zhang, Zhuo Chang, Hong Wu +5
Recently using machine learning (ML) based techniques to optimize modern database management systems has attracted intensive interest from both industry and academia. With an objec…
cs.AI2023
Interactive Log Parsing via Light-weight User Feedback
Liming Wang, Hong Xie, Ye Li +2
Template mining is one of the foundational tasks to support log analysis, which supports the diagnosis and troubleshooting of large scale Web applications. This paper develops a hu…