Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 27, 2026 · Information Security

Real-Time Agentic Risk Detection with Flink, Fluss, and Large Language Models

The article presents a Flink‑Fluss‑LLM architecture that captures full‑link agent events via a non‑intrusive hook, combines semantic AI inference with deterministic CEP rules, and delivers millisecond‑level alerts for malicious user detection, tool result poisoning, and chain‑attack risk mitigation.

AI FunctionAgent SecurityFlink
0 likes · 41 min read
Real-Time Agentic Risk Detection with Flink, Fluss, and Large Language Models
DataFunSummit
DataFunSummit
Jul 12, 2025 · Big Data

How Fluss Unifies Stream and Lake to Power AI Data Pipelines

In the era of rapid AI growth, Fluss offers a unified lake‑stream architecture that tackles data quality, timeliness, scale, and multimodal challenges by tightly integrating Flink streaming with a high‑performance data lake, enabling seamless real‑time and batch analytics for AI workloads.

AIFlinkFluss
0 likes · 12 min read
How Fluss Unifies Stream and Lake to Power AI Data Pipelines
Big Data Technology Architecture
Big Data Technology Architecture
Jul 8, 2025 · Big Data

Why Fluss Is the Next Big Leap in Real‑Time Stream Storage

The Fluss project, an open‑source next‑generation stream storage engine donated by Alibaba, has entered the Apache Software Foundation incubator, offering columnar streaming, real‑time updates, lake‑flow integration, impressive performance metrics, and a growing global developer community.

Apache IncubatorFlink IntegrationFluss
0 likes · 7 min read
Why Fluss Is the Next Big Leap in Real‑Time Stream Storage
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jan 14, 2025 · Big Data

How Fluss Unifies Lake and Stream for Real‑Time Analytics: Architecture, Benefits, and Future Roadmap

This article summarizes a talk by Alibaba Cloud senior engineer and Flink Committer Luo Yuxia on the challenges of separating lake and stream storage, introduces the Fluss lake‑stream unified architecture, explains its technical benefits such as second‑level data freshness, unified metadata, efficient changelog generation, and outlines future plans for broader ecosystem integration.

FlinkFlussReal-time analytics
0 likes · 13 min read
How Fluss Unifies Lake and Stream for Real‑Time Analytics: Architecture, Benefits, and Future Roadmap
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Nov 29, 2024 · Big Data

How Fluss Redefines Real‑Time Stream Storage for Flink

Fluss, an open‑source real‑time stream storage project from Alibaba, integrates columnar formats and low‑latency updates with Apache Flink to address the limitations of traditional Kafka‑Flink pipelines, offering high throughput, low cost, and seamless lakehouse support for modern data analytics.

Apache FlinkFlussreal-time storage
0 likes · 6 min read
How Fluss Redefines Real‑Time Stream Storage for Flink