MNMGDatalog: A Scalable Multi-Node Multi-GPU Datalog Engine (poster)
MNMGDatalog: A Scalable Multi-Node Multi-GPU Datalog Engine (poster)
Shovon, A. R.,Kumar, S.
- Location: Chicago, IL
- Link: https://gcasr.org/2025/posters
- PDF: shovon.pdf
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
Citation: Shovon, A. R., Kumar, S., MNMGDatalog: A Scalable Multi-Node Multi-GPU Datalog Engine (poster), The 12th Greater Chicago Area Systems Research Workshop (GCASR), Chicago, IL, 2025-05-08. https://gcasr.org/2025/posters