Contrastive Learning for Efficient Transaction Validation in UTXO-based Blockchains

Hamid Attar, Luigi Lunardon, Alessio Pagani

This paper introduces a Machine Learning (ML) approach for scalability of UTXO-based blockchains, such as Bitcoin. Prior approaches to UTXO set sharding struggle with distributing…