Disaggregated State Management — 2 Technical Articles

Aug 31, 2025 · Big Data

Disaggregated Flink State AI Anomaly Detection, Slow‑Query Ranking (VLDB 2025)

At VLDB 2025, three Alibaba Cloud papers were accepted: one introduces a disaggregated state‑management architecture for Flink 2.0 that separates storage from compute, another presents a cross‑contrastive learning framework for unsupervised Flink anomaly detection, and the third proposes a multimodal ranking system for identifying root causes of slow queries in cloud databases.

Cross Contrastive LearningDisaggregated State ManagementFlink

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Disaggregated Flink State AI Anomaly Detection, Slow‑Query Ranking (VLDB 2025)

Alibaba Cloud Big Data AI Platform

Jul 4, 2025 · Big Data

From Real-Time Data Analytics to Real-Time AI: Flink Forward Asia 2025 Highlights

The Flink Forward Asia 2025 conference in Singapore showcased Apache Flink's evolution with new AI‑driven projects such as Flink Agents, the integration of AI Functions in Flink 2.1, the disaggregated state management architecture of Flink 2.0, and complementary lakehouse technologies like Paimon and Fluss, underscoring the platform's role as the real‑time backbone for modern AI applications.

Apache FlinkData LakehouseDisaggregated State Management

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From Real-Time Data Analytics to Real-Time AI: Flink Forward Asia 2025 Highlights