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Blockchained supply chain management based on IoT tracking and machine learning.

In EURASIP journal on wireless communications and networking

When it comes to running and managing modern supply chains, 6G Internet of things (IoT) is of utmost importance. To provide IoT with security and automation, blockchain and machine learning are two upper-layer technology that can help. First, we propose to utilize blockchain in modern supply chains to ensure efficient collaboration between all parties. Second, we adopt multi-head attention (MHA)-based gated recurrent unit (GRU) to do inbound logistics task prediction. Finally, numerical results justify that multi-head attention-based GRU model has better fitting efficiency and prediction accuracy than its counterparts.

Dong Zhongping, Liang Wei, Liang Yan, Gao Weibo, Lu Yi

2022

Big data, Blockchain, GRU, Internet of things (IoT), Machine learning (ML), Multi-head attention, Supply chains