"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.

• Publication: 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