activity
20242026
most citedMultivariate Log-based Anomaly Detection for Distributed Database

20 citations · 30 across the 5 of their papers we have counts for

collaborators

5 papers

cs.SE2026

A Benchmark for Language Models in Real-World System Building

Weilin Jin, Chenyu Zhao, Zeshun Huang +12

During migration across instruction set architectures (ISAs), software package build repair is a critical task for ensuring the reliability of software deployment and the stability…

cs.DB2025

LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog)

Lingzhe Zhang, Tong Jia, Mengxi Jia +1

Distributed databases, as the core infrastructure software for internet applications, play a critical role in modern cloud services. However, existing distributed databases frequen…

cs.SE2024★ 8 cited

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study

Lingzhe Zhang, Tong Jia, Kangjin Wang +3

As software systems grow increasingly intricate, the precise detection of anomalies have become both essential and challenging. Current log-based anomaly detection methods depend h…

cs.SE2024★ 2 cited

A Survey of AIOps for Failure Management in the Era of Large Language Models

Lingzhe Zhang, Tong Jia, Mengxi Jia +7

As software systems grow increasingly intricate, Artificial Intelligence for IT Operations (AIOps) methods have been widely used in software system failure management to ensure the…

cs.SE2024★ 20 cited

Multivariate Log-based Anomaly Detection for Distributed Database

Lingzhe Zhang, Tong Jia, Mengxi Jia +3

Distributed databases are fundamental infrastructures of today's large-scale software systems such as cloud systems. Detecting anomalies in distributed databases is essential for m…