Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design
This article explores the role of blockchains in the development of Web 3.0 and the Metaverse. The success of these technologies is dependent on the utilization of decentralized systems like blockchains, which can store and validate data on identities and reputations and facilitate the exchange of v...
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sg-ntu-dr.10356-1736462024-02-23T15:36:01Z Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design Doe, Daniel Mawunyo Li, Jing Dusit, Niyato Gao, Zhen Li, Jun Han, Zhu School of Computer Science and Engineering Computer and Information Science Metaverse Blockchain This article explores the role of blockchains in the development of Web 3.0 and the Metaverse. The success of these technologies is dependent on the utilization of decentralized systems like blockchains, which can store and validate data on identities and reputations and facilitate the exchange of virtual assets. Full nodes, which store the entire blockchain state and validate all transactions, are essential for the decentralization and reliability of the network. However, operating a full node is resource-intensive and can be expensive. To tackle this challenge, we propose an incentive mechanism that utilizes contract-theoretic methods to economically motivate users to support the sustainability and growth of the blockchain network. Our contract design addresses the problem of information asymmetry (e.g., users' revenue-generating capabilities and efforts) between users and the blockchain network. Additionally, we recommend providing diverse incentives based on the user's revenue-generating capabilities and efforts to assist the blockchain network in funding incentives. Our experimental results demonstrate that our proposed mechanism increases the blockchain network's utility by 48.48\%-54.52\% and reduces the users' cost by 38.46\%-62.5\% compared with the state-of-the-art implementations such as Celo, Vipnode, and Pocket Network. AI Singapore Info-communications Media Development Authority (IMDA) National Research Foundation (NRF) Published version This work was supported in part by the National Research Foundation (NRF), in part by the Singapore and Infocomm Media Development Authority through the Future Communications Research Development Programme (FCP), in part by DSO National Laboratories through the AI Singapore Programme under AISG Award AISG2-RP-2020-019, Energy Research Test-Bed and Industry Partnership Funding Initiative, part of the Energy Grid (EG) 2.0 Programme, and DesCartes and the Campus for Research Excellence and Technological Enterprise (CREATE) Programme, in part by the NSF under Grants CNS-2107216, CNS-2128368, and CMMI-2222810, and in part by the U.S. Department of Transportation, Toyota, and Amazon. 2024-02-21T02:41:08Z 2024-02-21T02:41:08Z 2023 Journal Article Doe, D. M., Li, J., Dusit, N., Gao, Z., Li, J. & Han, Z. (2023). Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design. IEEE Open Journal of the Computer Society, 4, 171-184. https://dx.doi.org/10.1109/OJCS.2023.3260829 2644-1268 https://hdl.handle.net/10356/173646 10.1109/OJCS.2023.3260829 2-s2.0-85151515103 4 171 184 en AISG2-RP-2020-019 CNS-2107216 CNS-2128368 CMMI-2222810 IEEE Open Journal of the Computer Society © 2023 The Author(s). This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/. application/pdf |
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Computer and Information Science Metaverse Blockchain Doe, Daniel Mawunyo Li, Jing Dusit, Niyato Gao, Zhen Li, Jun Han, Zhu Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
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This article explores the role of blockchains in the development of Web 3.0 and the Metaverse. The success of these technologies is dependent on the utilization of decentralized systems like blockchains, which can store and validate data on identities and reputations and facilitate the exchange of virtual assets. Full nodes, which store the entire blockchain state and validate all transactions, are essential for the decentralization and reliability of the network. However, operating a full node is resource-intensive and can be expensive. To tackle this challenge, we propose an incentive mechanism that utilizes contract-theoretic methods to economically motivate users to support the sustainability and growth of the blockchain network. Our contract design addresses the problem of information asymmetry (e.g., users' revenue-generating capabilities and efforts) between users and the blockchain network. Additionally, we recommend providing diverse incentives based on the user's revenue-generating capabilities and efforts to assist the blockchain network in funding incentives. Our experimental results demonstrate that our proposed mechanism increases the blockchain network's utility by 48.48\%-54.52\% and reduces the users' cost by 38.46\%-62.5\% compared with the state-of-the-art implementations such as Celo, Vipnode, and Pocket Network. |
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School of Computer Science and Engineering |
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School of Computer Science and Engineering Doe, Daniel Mawunyo Li, Jing Dusit, Niyato Gao, Zhen Li, Jun Han, Zhu |
format |
Article |
author |
Doe, Daniel Mawunyo Li, Jing Dusit, Niyato Gao, Zhen Li, Jun Han, Zhu |
author_sort |
Doe, Daniel Mawunyo |
title |
Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
title_short |
Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
title_full |
Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
title_fullStr |
Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
title_full_unstemmed |
Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
title_sort |
promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/173646 |
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1794549476283645952 |