3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CL2025★ 1 cited
SplitReason: Learning To Offload Reasoning
Yash Akhauri, Anthony Fei, Chi-Chih Chang +3
Reasoning in large language models (LLMs) tends to produce substantially longer token generation sequences than simpler language modeling tasks. This extended generation length ref…
cs.DC2024★ 3 cited
Beyond Inference: Performance Analysis of DNN Server Overheads for Computer Vision
Ahmed F. AbouElhamayed, Susanne Balle, Deshanand Singh +1
Deep neural network (DNN) inference has become an important part of many data-center workloads. This has prompted focused efforts to design ever-faster deep learning accelerators s…