Designing for Shared Ledgers in Industry Ecosystems

Distributed Ledger Technology (DLT), including blockchain, is increasingly used within industry ecosystems to create a high-integrity, single source of truth of shared data and business processes across diverse parties. A major challenge in adopting DLT is the conflicting demands on data transparency for improved integrity, against hiding commercially sensitive data. To address this, some industry ecosystems use multiple ledgers shared only between relevant parties rather than using a single distributed ledger across the entire ecosystem. The design problem for this is: What parties should share which ledgers, and what data should be on those ledgers? In this paper, we propose a method employing a Design Structure Matrix (DSM) and Domain Mapping Matrix (DMM) to derive candidate shared ledger combinations for industry ecosystems. The method also indicates, for certain data, centralized web services or point-to-point messages may be more suitable than shared ledgers. We discuss our experiences with applying this method while developing a prototype for an agricultural traceability platform. We also present a genetic-algorithm-based DSM and DMM clustering technique to derive candidate shared ledger combinations.

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Publication Details

Journal
Distributed Ledger Technologies Research and Practice
Published
2025-03-18
DOI
https://doi.org/10.1145/3724410
Primary Topic
Service and Product Innovation
Type
article
Field-Weighted Citation Impact
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article

Designing for Shared Ledgers in Industry Ecosystems

Mark Staples, H. M. N. Dilum Bandara, Sidra Malik
Distributed Ledger Technologies Research and Practice
Service and Product Innovation
article

Designing for Shared Ledgers in Industry Ecosystems

Mark Staples, H. M. N. Dilum Bandara, Sidra Malik
article en

Abstract

Distributed Ledger Technology (DLT), including blockchain, is increasingly used within industry ecosystems to create a high-integrity, single source of truth of shared data and business processes across diverse parties. A major challenge in adopting DLT is the conflicting demands on data transparency for improved integrity, against hiding commercially sensitive data. To address this, some industry ecosystems use multiple ledgers shared only between relevant parties rather than using a single distributed ledger across the entire ecosystem. The design problem for this is: What parties should share which ledgers, and what data should be on those ledgers? In this paper, we propose a method employing a Design Structure Matrix (DSM) and Domain Mapping Matrix (DMM) to derive candidate shared ledger combinations for industry ecosystems. The method also indicates, for certain data, centralized web services or point-to-point messages may be more suitable than shared ledgers. We discuss our experiences with applying this method while developing a prototype for an agricultural traceability platform. We also present a genetic-algorithm-based DSM and DMM clustering technique to derive candidate shared ledger combinations.

Distributed Ledger Technologies Research and Practice
Commonwealth Scientific and Industrial Research Organisation (AU), Data61 (AU)
Openalex Percentile: Top 94%
Service and Product Innovation
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Designing for Shared Ledgers in Industry Ecosystems — Mark Staples, H. M. N. Dilum Bandara, et al. · Distributed Ledger Technologies Research and Practice (2025) | TGRS Research Map | TGRS