2 papers
cs.LG2026
RequestRouter: Request-Boundary Routing for Efficient Single-GPU LLM Inference
Aman Sunesh, Ali Alshehhi, Hivansh Dhakne
RequestRouter is a lightweight request-boundary controller for reducing the latency and energy cost of single-GPU large language model inference. Rather than serving all requests w…
stat.ML2026
Modeling Information Blackouts in Missing Not-At-Random Time Series Data
Aman Sunesh, Allan Ma, Siddarth Nilol
Large-scale traffic forecasting relies on fixed sensor networks that often exhibit blackouts: contiguous intervals of missing measurements caused by detector or communication failu…