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Duy-Hieu Bui

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#graph neural networks Open access Aug 2026

Network-on-Chip Congestion Prediction Using Spatiotemporal Graph Neural Networks and a Neo4j Graph Database

Reproducibility artifact for an offline framework that predicts short-term per-router Network-on-Chip congestion, integrating a customised BookSim2 simulator, a Neo4j unified graph store for static topology and dynamic state, and a multi-seed comparison of topology-aware and topology-agnostic next-step buffer-occupancy predictors.

Tien-Hieu Le, Duy-Hieu Bui, Xuan‐Tu Tran · 0 citations