publications

Publications and scholarly work by Patrick Watters.

BatchFlow: Benefit-Aware Data Pipeline Allocation and Batch Reuse for Multi-Job Training

Patrick Watters, Xiaolong Ma, Syed Zawad, Jingyuan Zhang, Yue Cheng, Lei Yang, Feng Yan

SC26, 2026 · Accepted — to appear

OPSERVE: Opportunistic LLM Inference over Fragmented GPU Capacity in HPC Systems

Patrick Watters, Xiaolong Ma, Harry Yu, Ian Foster, Michael Papka, Lei Yang, Feng Yan, Rajkumar Kettimuthu

AIonHPC @ SC26, 2026 · Accepted — to appear