Alibaba Cloud Big Data AI Platform

Jun 5, 2024 · Artificial Intelligence

LARA: A Light, Anti‑Overfitting Retraining Method for Unsupervised Time‑Series Anomaly Detection

The LARA approach, presented at WWW2024, offers a lightweight, anti‑overfitting retraining solution for unsupervised time‑series anomaly detection in cloud services, achieving state‑of‑the‑art accuracy with minimal new data and dramatically reducing training overhead.