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Author

Lanlan Rui

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2026

LogPISA: An Improved Pre-Training and Tuning Pipeline for Log Understanding With Invariant and Semantic-Aware Objectives

With the rapid development of computer and network technology, network and software logs generated by a multitude of devices contain a wealth of knowledge and serve as a critical resource for intelligent fault diagnosis and efficient system operations. In recent years, various deep learning methods and the pre-training...

Lanlan Rui, Yuan-Rui Yang, Peng Yu et al. · 0 citations
2026

Hyperbolic Spatio-Temporal Graph Learning With Agent Reasoning for Root Cause Localization in Cloud-Edge Microservices

Root cause localization is critical for ensuring service reliability in cloud-edge collaborative microservice systems. In practical scenarios, multiple microservice systems are often hybrid-deployed on shared infrastructure, which poses three challenges for existing methods. First, concurrent systems generate substanti...

Yechen He, Yang Yang, Lanlan Rui et al. · 0 citations

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