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All that Glitters is not Bitcoin - Unveiling the Centralized Nature of the BTC (IP) Network
Ben Mariem, Sami; Casas, Pedro; Romiti, Matteo et al.
2020In IEEE/IFIP Network Operations and Management Symposium (NOMS)
Peer reviewed
 

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Keywords :
Blockchain; Bitcoin; P2P Networks; Network Measurements; Graph-based Clustering
Abstract :
[en] Blockchains are typically managed by peer-to-peer (P2P) networks providing the support and substrate to the so-called distributed ledger (DLT), a replicated, shared, and synchronized data structure, geographically spread across multiple nodes. The Bitcoin (BTC) blockchain is by far the most well-known DLT, used to record transactions among peers, based on the BTC digital currency. In this paper we focus on the network side of the BTC P2P network, analyzing its nodes from a purely network measurements-based approach. We present a BTC crawler able to discover and track the BTC P2P network through active measurements, and use it to analyze its main properties. Through the combined analysis of multiple snapshots of the BTC network as well as by using other publicly available data sources on the BTC network and DLT, we unveil the BTC P2P network, locate its active nodes, study their performance, and track the evolution of the network over the past two years. Among other relevant findings, we show that (i) the size of the BTC network has remained almost constant during the last 12 months -- since the major BTC price drop in early 2018, (ii) most of the BTC P2P network resides in US and EU countries, and (iii) despite this western network locality, most of the mining activity and corresponding revenue is controlled by major mining pools located in China. By additionally analyzing the distribution of BTC coins among independent BTC entities (i.e., single BTC addresses or groups of BTC addresses controlled by the same actor), we also conclude that (iv) BTC is very far from being the decentralized and uncontrolled system it is so much advertised to be, with only 4.5% of all the BTC entities holding about 85% of all circulating BTC coins
Disciplines :
Computer science
Author, co-author :
Ben Mariem, Sami ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes informatiques répartis et sécurité
Casas, Pedro
Romiti, Matteo
Donnet, Benoît  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Algorithmique des grands systèmes
Stütz, Rainer
Haslhofer, Bernhard
Language :
English
Title :
All that Glitters is not Bitcoin - Unveiling the Centralized Nature of the BTC (IP) Network
Publication date :
2020
Event name :
IEEE/IFIP Network Operations and Management Symposium (NOMS)
Event date :
du 20 avril 2020 au 24 avril 2020
Audience :
International
Main work title :
IEEE/IFIP Network Operations and Management Symposium (NOMS)
Peer reviewed :
Peer reviewed
Available on ORBi :
since 20 January 2020

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