Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Lingzhe, Jia, Tong, Jia, Mengxi, Li, Ying
Format:	Preprint
Published:	2025
Subjects:	Databases Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multivariate Log-based Anomaly Detection for Distributed Database
by: Zhang, Lingzhe, et al.
Published: (2024)

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study
by: Zhang, Lingzhe, et al.
Published: (2024)

Multiversion Hindsight Logging for Continuous Training
by: Garcia, Rolando, et al.
Published: (2023)

ZeroLog: Zero-Label Generalizable Cross-System Log-based Anomaly Detection
by: Zhao, Xinlong, et al.
Published: (2025)

United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning
by: He, Minghua, et al.
Published: (2025)

LogRouter: Adaptive Two-Level LLM Routing for Log Question Answering in Big Data Systems
by: Coskuner, Mert, et al.
Published: (2026)

Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
by: He, Minghua, et al.
Published: (2025)

KELP: Robust Online Log Parsing Through Evolutionary Grouping Trees
by: Singh, Satyam, et al.
Published: (2026)

AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents
by: Zhang, Lingzhe, et al.
Published: (2025)

FusionLog: Cross-System Log-based Anomaly Detection via Fusion of General and Proprietary Knowledge
by: Zhao, Xinlong, et al.
Published: (2025)

Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event Logs
by: Rebmann, Adrian, et al.
Published: (2024)

VarParser: Unleashing the Neglected Power of Variables for LLM-based Log Parsing
by: Sun, Jinrui, et al.
Published: (2026)

DeLog: An Efficient Log Compression Framework with Pattern Signature Synthesis
by: Yu, Siyu, et al.
Published: (2026)

KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction
by: Ma, Lei, et al.
Published: (2026)

Detect, Localize, and Explain: Interactive Hierarchical Log Anomaly Analytics with LLM Augmentation
by: Ma, Lei, et al.
Published: (2026)

LogPTR: Variable-Aware Log Parsing with Pointer Network
by: Wu, Yifan, et al.
Published: (2024)

A Comparative Study of Semantic Log Representations for Software Log-based Anomaly Detection
by: Wang, Yuqing, et al.
Published: (2026)

A Practical Framework for Flaky Failure Triage in Distributed Database Continuous Integration
by: Zhu, Jun-Peng, et al.
Published: (2026)

Generality Is Not Enough: Zero-Label Cross-System Log-Based Anomaly Detection via Knowledge-Level Collaboration
by: Zhao, Xinlong, et al.
Published: (2025)

On the Effectiveness of Log Representation for Log-based Anomaly Detection
by: Wu, Xingfang, et al.
Published: (2023)

LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
by: Duan, Chiming, et al.
Published: (2025)

Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis
by: Huang, Junjie, et al.
Published: (2024)

Log-based vs Graph-based Approaches to Fault Diagnosis
by: Nguyen, Mathis, et al.
Published: (2026)

Logging Like Humans for LLMs: Rethinking Logging via Execution and Runtime Feedback
by: Wang, Xin, et al.
Published: (2026)

A Survey of AIOps for Failure Management in the Era of Large Language Models
by: Zhang, Lingzhe, et al.
Published: (2024)

LogPrism: Unifying Structure and Variable Encoding for Effective Log Compression
by: Liu, Yang, et al.
Published: (2026)

LogDx-CI: Benchmarking Log Reduction Tools for LLM Root-Cause Diagnosis
by: Qin, Bowen
Published: (2026)

LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements
by: Zhong, Renyi, et al.
Published: (2024)

Systematic Evaluation of Deep Learning Models for Log-based Failure Prediction
by: Hadadi, Fatemeh, et al.
Published: (2023)

AUCAD: Automated Construction of Alignment Dataset from Log-Related Issues for Enhancing LLM-based Log Generation
by: Zhang, Hao, et al.
Published: (2024)

Is Your Private Information Logged? An Empirical Study on Android App Logs
by: Chen, Zhiyuan, et al.
Published: (2026)

LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding
by: Shan, Shiwen, et al.
Published: (2026)

CelerLog: Fast Log Parsing via Dynamic Routing
by: Shan, Shiwen, et al.
Published: (2026)

Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning
by: Wang, Xin, et al.
Published: (2025)

LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking
by: Xie, Yongzheng, et al.
Published: (2024)

LogLM: From Task-based to Instruction-based Automated Log Analysis
by: Liu, Yilun, et al.
Published: (2024)

Search-Based Fuzzing For RESTful APIs That Use MongoDB
by: Ghianni, Hernan, et al.
Published: (2025)

LogLSHD: Fast Log Parsing with Locality-Sensitive Hashing and Dynamic Time Warping
by: Huang, Shu-Wei, et al.
Published: (2025)

Boosting End-to-End Database Isolation Checking via Mini-Transactions (Extended Version)
by: Wei, Hengfeng, et al.
Published: (2025)

Change Logging and Mining of Change Logs of Business Processes -- A Literature Review
by: Ghahderijani, Arash Yadegari, et al.
Published: (2025)