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

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Shovon, A. R., Kumar, S., Scalable Multi-Node Multi-GPU Datalog Engine with Energy-Aware Profiling, Supercomputing 2025 (SC25), St. Louis, MO, November 16th, 2025.