Analyzing inference workloads for spatiotemporal modeling

M Jain, NB Agostini, S Ghosh, A Tumeo - Future Generation Computer …, 2025 - Elsevier
Ensuring power grid resiliency, forecasting climate conditions, and optimization of
transportation infrastructure are some of the many application areas where data is collected …

AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis

M Jain, BO Mutlu, C Stam, J Strube… - arXiv preprint arXiv …, 2025 - arxiv.org
The Main Control Room of the Fermilab accelerator complex continuously gathers extensive
time-series data from thousands of sensors monitoring the beam. However, unplanned …

[PDF][PDF] Contribution to the L-CAPE project

J Tang - 2023 - indico.fnal.gov
The L-CAPE project utilizes asynchronous data from thousands of Linear Accelerator
devices and applies data science techniques to detect anomaly of accelerator failure before …