PocketChain:重新定义区块链与资源受限设备的集成

IF 6.2 2区 计算机科学 Q1 COMPUTER SCIENCE, THEORY & METHODS
Imane ElAbid , Karim Boubouh , Yahya Benkaouz
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引用次数: 0

摘要

区块链技术的扩散凸显了对超越传统资源密集型基础设施的可扩展共识机制的需求。现代区块链实现需要从计算成本高昂的挖掘操作向针对资源受限设备(特别是移动端点)优化的轻量级验证机制发展。虽然现有的面向移动的区块链显示出某些优点,但它们往往在去中心化、安全保障和资源效率之间做出妥协。为了克服这些挑战,我们引入了PocketChain,这是一个分散的区块链框架,专为异构环境而设计,通过适应不同的设备功能,从资源受限的移动设备到功能强大的节点。PocketChain的核心是Pccp,这是一种新型的两阶段共识协议,将资源感知并行背书与可扩展的拜占庭可靠广播相结合,在保持拜占庭容错性的同时实现对数级通信复杂性。该协议的动态基于角色的体系结构支持基于资源可用性的无缝角色转换,而其背书机制提供了有效的冲突解决。我们的分析和评估表明,PocketChain能够随着网络规模的扩大而扩展,同时保持高吞吐量和能源效率,将PocketChain定位为分散应用程序的骨干,这些应用程序可以在它们所服务的相同移动环境中无缝运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PocketChain: Redefining blockchain integration with resource-constrained devices
The proliferation of blockchain technology has highlighted the need for scalable consensus mechanisms that transcend traditional resource-intensive infrastructures. Modern blockchain implementations demand evolution beyond computationally expensive mining operations toward lightweight validation mechanisms optimized for resource-constrained devices, particularly mobile endpoints. While existing mobile-oriented blockchains demonstrate certain merits, they often compromise between decentralization, security guarantees, and resource efficiency. To overcome these challenges, we introduce PocketChain, a decentralized blockchain framework designed for heterogeneous environments by adapting to varying device capabilities, from resource-constrained mobile devices to powerful nodes. At the core of PocketChain lies Pccp, a novel two-phase consensus protocol that combines resource-aware parallel endorsement with scalable Byzantine reliable broadcast, achieving logarithmic communication complexity while maintaining Byzantine fault tolerance. The protocol’s dynamic role-based architecture enables seamless role transition based on resource availability, while its endorsement mechanism provides efficient conflict resolution. Our analysis and evaluation demonstrate PocketChain’s ability to scale with network size while maintaining high throughput and energy efficiency, positioning PocketChain at the backbone for decentralized applications that seamlessly operate within the same mobile environments they serve.
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来源期刊
CiteScore
19.90
自引率
2.70%
发文量
376
审稿时长
10.6 months
期刊介绍: Computing infrastructures and systems are constantly evolving, resulting in increasingly complex and collaborative scientific applications. To cope with these advancements, there is a growing need for collaborative tools that can effectively map, control, and execute these applications. Furthermore, with the explosion of Big Data, there is a requirement for innovative methods and infrastructures to collect, analyze, and derive meaningful insights from the vast amount of data generated. This necessitates the integration of computational and storage capabilities, databases, sensors, and human collaboration. Future Generation Computer Systems aims to pioneer advancements in distributed systems, collaborative environments, high-performance computing, and Big Data analytics. It strives to stay at the forefront of developments in grids, clouds, and the Internet of Things (IoT) to effectively address the challenges posed by these wide-area, fully distributed sensing and computing systems.
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