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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shuai Xu

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Open access Sep 2026

Research on storage early warning and scheduling for cloud data centers based on spatial-temporal graph atlas and dynamic extreme value theory

A joint prediction-alerting and scheduling architecture named STG-SPOT, aiming to break down operational silos in data centers and build an end-to-end intelligent autonomous closed loop, provides a highly efficient engineering paradigm for modern computing centers to handle heavy-tail bursts and achieve high-availabili...

Ze-Peng Wen, Chen Wang, Shuai Xu · 0 citations
Conference Aug 2026

Conditional Multimodal Fusion for Time-Series Anomaly Detection

Multivariate time-series anomaly detection is central to modern cyber-physical and cloud monitoring systems. While most detectors rely solely on sensor or telemetry streams, operational anomalies are often accompanied by textual evidence such as logs. This paper presents a conditional multimodal framework for time-seri...

Bo-Xuan Wang, Meng-Yao Du, Miao Zhang et al. · 0 citations
Conference 2026

FLMLog: A Federated LLM Framework for Unified Online Log Anomaly Detection

A unified online log anomaly detection framework, FLMLog, which is based on federated Learning and large language model, and adopts a prefix-aware in-context learning (ICL) refinement strategy, which achieves an improvement in prefix caching efficiency.

Shuai Xu · 0 citations

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