Digital Twins for Dynamic Management of Blockchain Systems
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Abstract (arXiv)
Blockchain systems are challenged by the so-called Trilemma tradeoff: decentralization, scalability and security. Infrastructure and node configuration, choice of the Consensus Protocol and complexity of the application transactions are cited amongst the factors that affect the tradeoffs balance. Given that Blockchains are complex, dynamic dynamic systems, a dynamic approach to their management and reconfiguration at runtime is deemed necessary to reflect the changes in the state of the infrastructure and application. This paper introduces the utilisation of Digital Twins for this purpose. The novel contribution of the paper is design of a framework and conceptual architecture of a Digital Twin that can assist in maintaining the Trilemma tradeoffs of time critical systems. The proposed Digital Twin is illustrated via an innovative approach to dynamic selection of Consensus Protocols. Simulations results show that the proposed framework can effectively support the dynamic adaptation and management of the Blockchain
Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 16 of its 72 references that are in the map. First posted on arXiv 26 Apr 2022.
Builds on
16 of 72 references.
References · 16
- 2018Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchainscited by 48
- 2022Fusing Blockchain and AI with Metaverse: A Surveycited by 17
- 2019Blockchain for Internet of Things: A Surveycited by 15
- 2017When Mobile Blockchain Meets Edge Computingcited by 11
- 2018Decentralization in Bitcoin and Ethereum Networkscited by 5
- 2020A comprehensive survey on smart contract construction and execution: paradigms, tools, and systemscited by 4
- 2018An Exploration of Blockchain Enabled Decentralized Capability based Access Control Strategy for Space Situation Awarenesscited by 3
- 2020The Istanbul BFT Consensus Algorithmcited by 3
- 2020Hybrid Blockchain-Enabled Secure Microservices Fabric for Decentralized Multi-Domain Avionics Systemscited by 3
- 2021Blockchain-based Digital Twins: Research Trends, Issues, and Future Challengescited by 3
- 2022Knowledge Equivalence in Digital Twins of Intelligent Systemscited by 3
- 2017On the Philosophy of Bitcoin/Blockchain Technology: Is it a Chaotic, Complex System?cited by 2
4 more
- 2020Characterizing EOSIO Blockchaincited by 2
- 2018A Perspective on Blockchain Smart Contracts: Reducing Uncertainty and Complexity in Value Exchangecited by 1
- 2018PoW, PoS, & Hybrid protocols: A Matter of Complexity?cited by 1
- 2021Talaria: A Framework for Simulation of Permissioned Blockchains for Logistics and Beyondcited by 1
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Citing papers per year: 2023: 1; 2024: 0; 2025: 0; 2026: 1.
2 papers.