Guin Gilman

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Graphics Processors

Independence Assumption

Gpu Implementation

Top Venues

SIGMETRICS Perform. Evaluation Rev.

DIDL@Middleware

Perform. Evaluation

Publications

Guin Gilman, Robert J. Walls
Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads (Extended Abstract). SIGMETRICS Perform. Evaluation Rev. 49 (3) (2022)
Guin Gilman, Robert J. Walls
Characterizing concurrency mechanisms for NVIDIA GPUs under deep learning workloads. Perform. Evaluation 151 (2021)
Guin Gilman, Robert J. Walls
Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads. CoRR (2021)
Samuel S. Ogden, Guin Gilman, Robert J. Walls, Tian Guo
Many Models at the Edge: Scaling Deep Inference via Model-Level Caching. ACSOS (2021)
Guin Gilman, Samuel S. Ogden, Tian Guo, Robert J. Walls
Demystifying the Placement Policies of the NVIDIA GPU Thread Block Scheduler for Concurrent Kernels. SIGMETRICS Perform. Evaluation Rev. 48 (3) (2020)
Guin Gilman, Samuel S. Ogden, Robert J. Walls, Tian Guo
Challenges and Opportunities of DNN Model Execution Caching. DIDL@Middleware (2019)