Reference : Confirmation Delay Prediction of Transactions in the Bitcoin Network
Scientific congresses, symposiums and conference proceedings : Paper published in a journal
Engineering, computing & technology : Computer science
Security, Reliability and Trust
http://hdl.handle.net/10993/36773
Confirmation Delay Prediction of Transactions in the Bitcoin Network
English
Fiz Pontiveros, Beltran mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
Hommes, Stefan mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
State, Radu mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
2017
Advances in Computer Science and Ubiquitous Computing
Springer
Yes
International
Advances in Computer Science and Ubiquitous Computing
March 2017
[en] Bitcoin ; Machine Learning ; Mining Pools
[en] Bitcoin is currently the most popular digital currency. It operates on a decentralised peer-to-peer network using an open source cryptographic protocol. In this work, we create a model of the selection process performed by mining pools on the set of unconfirmed transactions and then attempt to predict if an unconfirmed transaction will be part of the next block by treating it as a supervised classification problem. We identified a vector of features obtained through service monitoring of the Bitcoin transaction network and performed our experiments on a publicly available dataset of Bitcoin transaction.
http://hdl.handle.net/10993/36773
10.1007/978-981-10-7605-3_88

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