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The evolution of mining pools and miners’ behaviors in the Bitcoin blockchain

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg
IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.3633-3644. ⟨10.1109/TNSM.2022.3159004⟩
Journal articles hal-03610424v1
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MiningVis: visual analytics of the Bitcoin mining economy

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg
IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (1), pp.868-878. ⟨10.1109/TVCG.2021.3114821⟩
Journal articles hal-03348145v1
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Visual analytics of bitcoin mining pool evolution : on the road toward stability?

Natkamon Tovanich , Nicolas Soulié , Petra Isenberg
BSC 2020-2021 - 3rd International Workshop on Blockchains and Smart Contracts held in conjunction with the 11th IFIP International Conference on New Technologies, Mobility and Security, Apr 2021, Paris, France. ⟨10.1109/NTMS49979.2021.9432675⟩
Conference papers hal-02902465v2
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Interactive Demo: Visualization for Bitcoin Mining Pools Analysis

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg
2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), May 2021, Sydney (Virtual Conference), Australia. , 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2021, ⟨10.1109/ICBC51069.2021.9461124⟩
Conference poster hal-03163005v1
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An Empirical Analysis of Pool Hopping Behavior in the Bitcoin Blockchain

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg
2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), IEEE Communications Society (ComSoc), May 2021, Sydney / Virtual, Australia. ⟨10.1109/ICBC51069.2021.9461118⟩
Conference papers hal-03163006v3