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September 4, 2024· 2024 International Conference on Artificial Intelligence and Emerging Technology (Global AI Summit)
conference-paper

Blockchain Consensus: Assessing Diverse Mechanisms for Distributed Agreement

Abstract

Recently, blockchain has become the topic of interest for many industries as traditional approaches to data management are arranged based on new ideas, like decentralized ledgers that cannot be modified. The technology's functionality is powered by consensus algorithms, essential in guaranteeing the integrity of network and transaction validation. In this paper, we have put together a large study of consensus mechanisms and compared them to both open and closed blockchain ecosystems. We investigate the underlying principles of different consensus algorithms. We consider an integrated example on those most popular methods from the Proof-of-Work and Proof-of-Stake that are usually used by public blockchains, through to a BFT (Byzantine Fault Tolerance) one of its derived types which may be commonly found in private blockchain networks. In addition to this, the range of metrics that are used in researching those categories e.g., energy consumption, network scalability and security measures with transaction speed versus confirmation times are also studied. We will conclude by weighting these trade-offs at the architecture level and offer guidelines for when each mechanism is best used across different industries as well as use-cases. Furthermore, our research involves state-of-the-art consensus mechanisms as well including Proof-Of-Authority, Delegated Proof of Stake and hybrid mechanisms aimed at overcoming some of the limitations in existing methods. In this article we explore, some of the new technologies which may play a role in defining how Blockchain evolves and easily Integrates with different sectors.

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