Paper 117

Large-Scale Time Series Forecasting in Model Studio

September 24, 2025: 8:30 AM - 10:00 AM

Hands on Workshops (HOW), Briefing Room #5

Authors	Abstract
Danny Modlin	In this workshop, you learn to build time series models for large-scale time series problems with many hierarchically related series. You will experience the capability of Model Studio to diagnose, fit, and assess models for many time series at once. Use the new Hierarchical Modeling Node to create time series models at each of the levels of the hierarchy. Need to extract your reconciled predictions from each level of the hierarchy? No problem. Within the Hierarchical Modeling Node, you can dive into each level of the hierarchy and export these desired predictions.

Danny Modlin

In this workshop, you learn to build time series models for large-scale time series problems with many hierarchically related series. You will experience the capability of Model Studio to diagnose, fit, and assess models for many time series at once. Use the new Hierarchical Modeling Node to create time series models at each of the levels of the hierarchy. Need to extract your reconciled predictions from each level of the hierarchy? No problem. Within the Hierarchical Modeling Node, you can dive into each level of the hierarchy and export these desired predictions.