Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses

Documenti analoghi

• LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme
  di: Park, Jeongmin Brian, et al.
  Pubblicazione: (2024)
• FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale
  di: Zhu, Zeyu, et al.
  Pubblicazione: (2024)
• Sparse MTTKRP Acceleration for Tensor Decomposition on GPU
  di: Wijeratne, Sasindu, et al.
  Pubblicazione: (2024)
• Application Experiences on a GPU-Accelerated Arm-based HPC Testbed
  di: Elwasif, Wael, et al.
  Pubblicazione: (2022)
• An Evaluation and Comparison of GPU Hardware and Solver Libraries for Accelerating the OPM Flow Reservoir Simulator
  di: Qiu, Tong Dong, et al.
  Pubblicazione: (2023)