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MNMGDatalog: A Scalable Multi-Node Multi-GPU Datalog Engine (poster)
Authors: Shovon, A. R., Kumar, S.
Publication: The 12th Greater Chicago Area Systems Research Workshop (GCASR), Chicago, IL URL: https://gcasr.org/2025/posters Research Contributions: - First ever Datalog engine designed for multinode multi-GPU HPC systems, outperforming state-of-the-art shared-memory, distributed-memory, and GPU-based engines - Introduces novel GPU-Aware communication and buffer preparation strategies for scalable recursive query evaluation - Supports recursive aggregation for Datalog rules using high-throughput GPU kernels Date: May 8, 2025 Document: View PDF |
