Alloy4CMD: A Formal Approach for Component-based Modeling of Distributed Ledger Technology Architecture

Distributed Ledger Technology (DLT) engineering practices commonly rely on the adaptation and development of components as key building blocks. However, incorrect component specifications can lead to architectural flaws, which may propagate to implementation stages and result in faulty configurations. To address this, we build on declarative modeling techniques from program verification and refactoring to formally specify DLT components and their architectural composition. We introduce a component-based approach, Alloy4CMD , for the formal modeling and analysis of DLT architectural design. This approach maps individual components into well-formed formal specifications, enabling decidable (bounded) reasoning and property checking. We further employ a lattice-based abstract interpretation to approximate component semantics, with verification carried out in Alloy through assertions expressing conformance to requirements. The analysis involves automated model finding with bounded consistency checks using the Alloy Analyzer. Our approach provides validated, reusable modules, composes them into a validated architectural meta-model that supports early-stage DLT architectural design, and is independent of any particular DLT platform.

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Publication Details

Journal
Distributed Ledger Technologies Research and Practice
Published
2025-11-27
DOI
https://doi.org/10.1145/3772069
Primary Topic
Advanced Software Engineering Methodologies
Type
article
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article

Alloy4CMD: A Formal Approach for Component-based Modeling of Distributed Ledger Technology Architecture

Saurabh Garg, Ankur Lohachab, Muhammad Bilal Amin
Distributed Ledger Technologies Research and Practice
Advanced Software Engineering Methodologies
article

Alloy4CMD: A Formal Approach for Component-based Modeling of Distributed Ledger Technology Architecture

Saurabh Garg, Ankur Lohachab, Muhammad Bilal Amin
article en

Abstract

Distributed Ledger Technology (DLT) engineering practices commonly rely on the adaptation and development of components as key building blocks. However, incorrect component specifications can lead to architectural flaws, which may propagate to implementation stages and result in faulty configurations. To address this, we build on declarative modeling techniques from program verification and refactoring to formally specify DLT components and their architectural composition. We introduce a component-based approach, Alloy4CMD , for the formal modeling and analysis of DLT architectural design. This approach maps individual components into well-formed formal specifications, enabling decidable (bounded) reasoning and property checking. We further employ a lattice-based abstract interpretation to approximate component semantics, with verification carried out in Alloy through assertions expressing conformance to requirements. The analysis involves automated model finding with bounded consistency checks using the Alloy Analyzer. Our approach provides validated, reusable modules, composes them into a validated architectural meta-model that supports early-stage DLT architectural design, and is independent of any particular DLT platform.

Distributed Ledger Technologies Research and Practice
University of Tasmania (AU), RMIT University (AU)
Openalex Percentile: Top 80%
Advanced Software Engineering Methodologies
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Alloy4CMD: A Formal Approach for Component-based Modeling of Distributed Ledger Technology Architecture — Saurabh Garg, Ankur Lohachab, et al. · Distributed Ledger Technologies Research and Practice (2025) | TGRS Research Map | TGRS