2 papers
cs.PF2026
KEET: Explaining Performance of GPU Kernels Using LLM Agents
Joshua H. Davis, Klaudiusz Rydzy, Srinivasan Ramesh +5
Performance profiles of GPU kernels generated by tools such as Nsight Compute are rich in detail but are often challenging to interpret. To achieve the best performance possible on…
cs.DC2024
Accelerating Python Applications with Dask and ProxyStore
J. Gregory Pauloski, Klaudiusz Rydzy, Valerie Hayot-Sasson +2
Applications are increasingly written as dynamic workflows underpinned by an execution framework that manages asynchronous computations across distributed hardware. However, execut…