Story
arxiv_cs_lg · Oct 23, 2026 · paper
Source brief
Sustainability of TSFM Deployment and Pretraining: From Carbon Footprint Analysis to Mitigation via Pruning
arxiv.orgOct 23, 2026
original source linked
In brief
Time Series Foundation Models (TSFMs) offer strong zero-shot forecasting capabilities, but their high pretraining cost raises a practical sustainability question: does this upfront investment pay off over a full deplo...