Alibaba Cloud Big Data AI Platform

May 30, 2024 · Artificial Intelligence

How Pathformer Redefines Multi-Scale Time Series Forecasting with Adaptive Pathways

Pathformer, a new multi‑scale Transformer model introduced by Alibaba Cloud’s big‑data team and East China Normal University, leverages adaptive pathways to jointly model time resolution and time distance, achieving state‑of‑the‑art forecasting performance and strong generalization across cloud resource workloads and public datasets.