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Ontology-based Storage and Querying in Decentralized Systems
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab. (Cyber Physical Systems)ORCID iD: 0000-0003-0215-9798
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab.ORCID iD: 0009-0005-9353-3205
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science. Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab.ORCID iD: 0000-0001-5408-0008
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.ORCID iD: 0000-0002-4031-2872
(English)Manuscript (preprint) (Other (popular science, discussion, etc.))
Abstract [en]

In recent years, there has been a significant rise in the importance of traceability, particularly concerning the origins and manufacturing processes of specific products. This heightened emphasis on traceability has been driven by governmental and corporate initiatives aimed at advancing circular economy strategies. Digital Product Passports (DPP) are regarded as a prominent tool to enable decentralized cross-sectorial data connections. A DPP is a data set that summarizes the components, materials and chemical substances in a product which is complemented and information on repair events, disposal instructions, and environmental impact information. 

Gathering such information is a highly complex cross-sectorial endeavor. The requirements and standards on how data shall be designed and shared need to be clearly stated to achieve sustainable benefits. Semantic modeling using open standards can provide the DPP system with a shared knowledge of domain-specific structures for how data should be created and what queries can be performed. Moreover, the intricate data interconnections and traceability requirements require the enabling of bidirectional tracing of products, actors, and resources. The Interplanetary File System (IPFS) in combination with Resource Description Framework (RDF) allows for the decentralized storage of structured data. This can then be complemented with IPNS for the traversal of interconnected data nodes. 

This paper presents a Proof of Concept (PoC) comprising several microservices: The DPP management system which uses IPFS for decentralized data storage and IPNS for bidirectional traceability. The DPP definition system that utilizes semantic modeling technologies to standardize and provide cross-sectoral knowledge on design standards for the implemented passports. Furthermore, we utilize RDF-based ontologies for collecting decentralized interconnected data. This approach allows for semantic querying using the SPARQL protocol, thereby enhancing the system’s ability to retrieve and analyze data.

Keywords [en]
Decentralized Storage, Ontologies
National Category
Computer Systems
Research subject
Cyber-Physical Systems
Identifiers
URN: urn:nbn:se:ltu:diva-107912OAI: oai:DiVA.org:ltu-107912DiVA, id: diva2:1878603
Available from: 2024-06-27 Created: 2024-06-27 Last updated: 2024-11-14
In thesis
1. Decentralized Negotiations and Data Storage for the Circular Economy
Open this publication in new window or tab >>Decentralized Negotiations and Data Storage for the Circular Economy
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
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.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2024
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Keywords
Digitalization, Decentralization, Blockchain, Circularity
National Category
Computer Systems
Research subject
Cyber-Physical Systems
Identifiers
urn:nbn:se:ltu:diva-107910 (URN)978-91-8048-608-8 (ISBN)978-91-8048-609-5 (ISBN)
Public defence
2024-10-24, E231, Luleå University of Technology, Luleå, 09:00 (English)
Opponent
Supervisors
Available from: 2024-06-27 Created: 2024-06-27 Last updated: 2024-10-03Bibliographically approved

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Chiquito, EricWintercorn, OskarBodin, UlfSchelén, Olov

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