Challenges and Opportunities of DNN Model Execution Caching. - Guin Gilman; Samuel S. Ogden; Robert J. Walls; Tian Guo 001 (DIDL@Middleware, 2019)

Demystifying the Placement Policies of the NVIDIA GPU Thread Block Scheduler for Concurrent Kernels. - Guin Gilman; Samuel S. Ogden; Tian Guo 001; Robert J. Walls (SIGMETRICS Perform. Evaluation Rev., 2020)

Many Models at the Edge: Scaling Deep Inference via Model-Level Caching. - Samuel S. Ogden; Guin Gilman; Robert J. Walls; Tian Guo 001 (ACSOS, 2021)

Characterizing concurrency mechanisms for NVIDIA GPUs under deep learning workloads. - Guin Gilman; Robert J. Walls (Perform. Evaluation, 2021)

Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads (Extended Abstract). - Guin Gilman; Robert J. Walls (SIGMETRICS Perform. Evaluation Rev., 2022)

ReFINE: A Reactive and Fine-Grained Scheduling Framework For Concurrency on General Purpose GPUs. - Guin Gilman; Robert J. Walls (SPAA, 2025)