HitGNN: High-Throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform - Lin, Yi-Chien; Zhang, Bingyi; Prasanna, Viktor K. (IEEE transactions on parallel and distributed systems, 2024)
Keywords: Algorithms; Application programming interface; Bandwidths; Central processing units; Computational modeling; CPU+Multi-FPGA; CPUs; Design parameters; Field programmable gate arrays; graph neural network; Graph neural networks; Graphics processing units; Hardware; hardware acceleration; Memory management; Metadata; Partitioning algorithms; Training; Vectors; Workload