Hengtai Zhao

AdaH-Chain: Deterministic capacity-aware GNNs sharding in heterogeneous blockchains

Abstract Modern blockchain sharding protocols increasingly deploy Graph Neural Networks (GNNs) to optimize state partitioning. However, executing these learning heuristics across heterogeneous networks introduces two funda-mental challenges. First, hardware-dependent floating-poi...