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
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Mar 31, 2025 · Artificial Intelligence

Unlock AI-Powered Data Processing with MaxFrame’s AI Function

This article introduces MaxFrame’s AI Function, a new feature built on MaxCompute that integrates large language models like Qwen 2.5 and DeepSeek‑R1‑Distill‑Qwen to simplify model deployment and enable scalable text classification, information extraction, summarization, translation, and other AI-driven data processing tasks on massive datasets.

AI FunctionLarge Language ModelMaxCompute
0 likes · 19 min read
Unlock AI-Powered Data Processing with MaxFrame’s AI Function
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 27, 2025 · Artificial Intelligence

Unlock Massive Data with AI: MaxFrame’s AI Function Makes LLM-Powered Analytics Easy

This article introduces MaxFrame’s AI Function on Alibaba Cloud’s MaxCompute platform, detailing how built‑in large language models like Qwen 2.5 and DeepSeek‑R1 enable seamless text classification, information extraction, summarization, and more through simple Python APIs and distributed processing.

AI FunctionMaxComputeMaxFrame
0 likes · 21 min read
Unlock Massive Data with AI: MaxFrame’s AI Function Makes LLM-Powered Analytics Easy