Scalable Multi-Node Multi-GPU Datalog Engine with Energy-Aware Profiling

Scalable Multi-Node Multi-GPU Datalog Engine with Energy-Aware Profiling

Shovon, A. R., Kumar, S.

• Location: St. Louis, MO
• PDF: sc_2025_shovon_final.pdf

Conclusion • First ever Datalog engine designed for multinode multi-GPU HPC systems outperforming state-of-the-art engines • Introduces novel GPU-Aware communication for scalable recursive query evaluation • Supports recursive aggregation for Datalog rules using high-throughput GPU kernels • Power profiling of GPU-based Datalog engines