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Enabling Bidirectional Traversal in Decentralized Data Networks with IPFS
Luleå tekniska universitet, Institutionen för system- och rymdteknik, EISLAB. (Cyber Physical Systems)ORCID-id: 0000-0003-0215-9798
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap. Luleå tekniska universitet, Institutionen för system- och rymdteknik, EISLAB.ORCID-id: 0000-0001-5408-0008
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0002-4031-2872
(engelsk)Manuskript (preprint) (Annet (populærvitenskap, debatt, mm))
Abstract [en]

Linked data allows for general modeling and traversal of complex relationships based on web technologies. In industrial manufacturing and supply chains, centralized tracing of included components, materials, and parts of products still prevails, motivated by the manufacturer's needs to ensure data persistence, resilience against failures, and maintaining data ownership and security. This means that the detailed internal composition of a product containing complex parts from different suppliers will be in different silos and not easy to traverse. There is an opportunity for better-detailed interconnection between manufacturers and suppliers by providing globally decentralized solutions.

However, most existing decentralized traceability solutions focus on unidirectional linking for reverse traversal to find the origin of product parts. There is a need for bidirectional traceability in supply chains. While reverse traversal is needed to find compositions, forward traversal allows for acquiring information on what is produced from a certain item and which other product(s) it becomes part of. Establishing links for both forward and reverse traversal in decentralized architectures, which emphasize data persistence and consistency, is challenging.

The Interplanetary File System (IPFS) serves as a peer-to-peer data network for decentralized storage of data nodes. It can be augmented with additional tools to enable mutability and enhance its functionality.In this paper, we present a proof-of-concept (PoC) implementation based on IPFS and the InterPlanetary Name System (IPNS) to provide decentralized storage of linked data with forward and reverse relationships to provide bidirectional traversal capabilities. IPNS is used to create mutable pointers that reference IPFS stored data. This combination enables the creation of dictionaries or ledgers containing traces of events.Lastly, we present a qualitative evaluation of the PoC implementation in the context of supply chains.

Emneord [en]
Decentralized Storage, Traversal, P2P Network
HSV kategori
Forskningsprogram
Cyberfysiska system
Identifikatorer
URN: urn:nbn:se:ltu:diva-107911OAI: oai:DiVA.org:ltu-107911DiVA, id: diva2:1878599
Tilgjengelig fra: 2024-06-27 Laget: 2024-06-27 Sist oppdatert: 2025-10-21
Inngår i avhandling
1. Decentralized Negotiations and Data Storage for the Circular Economy
Åpne denne publikasjonen i ny fane eller vindu >>Decentralized Negotiations and Data Storage for the Circular Economy
2024 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
Abstract [en]

Digitalization represents a fundamental transformation in how we process information and conduct negotiations. It refines existing workflows, improves efficiency, enhances customer experience, and allows for better collaboration within ecosystems, promoting industrial sustainability and circularity.

The control and storage of digitalized systems are traditionally centralized, requiring trust in a third party in charge of processing data associated with negotiations, determining the outcome, and storing it. However, this centralized entity may not be trustworthy, as it may favor a particular party or misuse the information it processes. To meet this, there is a trend towards decentralized models. Recently, blockchain systems and Distributed Hash Tables (DHT) have gained popularity for decentralized transaction processing, and storage. While these systems offer many advantages for creating decentralized interactions and storing data, they need extensions to support negotiations as they are typically designed for executing single transactions rather than iteratively negotiating in time-constrained settings. Furthermore, decentralized data storage systems often do not support bidirectional relationships, capturing the need for event tracing in supply chains.

The scope of this thesis is the digitalization of negotiation mechanisms and data storage systems in the context of the circular economy. The early part focuses on designing price-only and multi-attribute open-cry auctioning systems and automating digitalized negotiations. This includes identifying key properties and features in open-cry auctioning systems and contract establishment procedures, consisting of machine and human-readable agreements. Additionally, the work on digitalized contract establishment extends to the representation of rights and obligations in access control. Then, various decentralized approaches are analyzed for transitioning open-cry auctions to decentralized models. From this, a system design for a decentralized auction system based on blockchain is presented, along with an implementation using Hyperledger Fabric. The latter part of the paper explores how decentralized systems can effectively represent and query highly interconnected data. It presents a solution using the Interplanetary File System (IPFS) to address these challenges. Furthermore, the implementation is extended to the realm of sustainability by examining Digital Product Passports.

The results of the work presented in this thesis show the potential of digitalized negotiations for the agreement of rights and obligations in access control and open-cry auctions and the limitations of their implementation using blockchain technologies. Lastly, it demonstrates the use of IPFS for storing and linking data and its ability to enable traceability and accountability throughout product lifecycles.

sted, utgiver, år, opplag, sider
Luleå: Luleå University of Technology, 2024
Serie
Doctoral thesis / Luleå University of Technology, ISSN 1402-1544
Emneord
Digitalization, Decentralization, Blockchain, Circularity
HSV kategori
Forskningsprogram
Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-107910 (URN)978-91-8048-608-8 (ISBN)978-91-8048-609-5 (ISBN)
Disputas
2024-10-24, E231, Luleå University of Technology, Luleå, 09:00 (engelsk)
Opponent
Veileder
Tilgjengelig fra: 2024-06-27 Laget: 2024-06-27 Sist oppdatert: 2025-10-21bibliografisk kontrollert

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