支持基于意图的区块链选择的受控自然语言

E. Scheid, Patrick Widmer, B. Rodrigues, M. Franco, B. Stiller
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引用次数: 8

摘要

在过去的几年里,加密货币及其底层分布式账本技术(被称为区块链(BC))变得越来越受欢迎。现在,有各种各样的BC实现可用。然而,为特定的应用程序或用例选择合适的实现是复杂的,因为它需要对底层BC实现方面有技术上的理解。因此,本文提出了一种受控自然语言(CNL)来扩展现有的BC选择解决方案,以抽象底层实现细节。该方法允许规范用基于英语的语言抽象高级策略(称为意图)。该方法受到网络管理领域以前的方法的启发。此外,提出了一种基于状态机的细化技术,将这些意图细化为低级BC选择策略。原型实现的性能评估结果表明,改进过程的开销最小。此外,在一项调查中评估了用户对CNL的感知直观性。调查结果表明,技术人员和非技术人员同样受益于基于意图的方法。
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A Controlled Natural Language to Support Intent-based Blockchain Selection
In the last years, cryptocurrencies have become increasingly popular along with their underlying distributed ledger technology, referred to as a Blockchain (BC). Nowadays, a wide variety of BC implementations are available. However, the selection of a suitable implementation for a particular application or use case is complex because it requires a technical understanding of the underlying BC implementation aspects. Therefore, this paper proposes a Controlled Natural Language (CNL) to extends existing BC selection solutions to abstract underlying implementation details. The approach allows the specification abstract high-level policies, referred to as intents, in an English-based language. The approach is inspired by previous approaches from the network management field. Moreover, a state machine-based refinement technique is proposed to refine these intents into low-level BC selection policies. The results of the performance evaluation of the prototype implementation show that the refinement process presents a minimal overhead. In addition, the perceived intuitiveness of the CNL by users was assessed in a survey. The results of the survey suggest that technical and non-technical individuals benefit from an intentbased approach equally.
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