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Articles

A conceptual model for Indian public distribution system using consortium blockchain with on-chain and off-chain trusted data

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  • Al-Dhuraibi, Y., Paraiso, F., Djarallah, N., & Merle, P. (2018). Elasticity in cloud computing: State of the art and research challenges. IEEE Transactions on Services Computing, 11(2), 430–447. https://doi.org/10.1109/TSC.2017.2711009
  • Al-Jaroodi, J., & Mohamed, N. (2019). Blockchain in industries: A survey. IEEE Access, 7, 36500–36515. https://doi.org/10.1109/ACCESS.2019.2903554
  • Alvarez, A. J. S. (2003). Towards an interpretative integrative framework to conceptualise social processes in large information systems implementations. Information Technology for Development, 10(4), 233–247. https://doi.org/10.1002/itdj.1590100403
  • Androulaki, E., Barger, A., Bortnikov, V., Cachin, C., Christidis, K., De Caro, A., Enyeart, D., Ferris, C., Laventman, G., & Manevich, Y. (2018). Hyperledger fabric: a distributed operating system for permissioned blockchains. Proceedings of the Thirteenth EuroSys Conference, 30.
  • Angarita, R., Dejous, A., & Blake, P. (2019). From centralized to decentralized blockchain-based product registration systems : The use case of lighting and appliances. Infocom, 3–8. https://doi.org/10.1109/INFCOMW.2019.8845267
  • Arnold, T., Gaur, N., Manicka, S., & Perepa, B. (2017). Cloud customer architecture for blockchain executive overview. In Cloud Standards Customer Council. http://www.cloud-council.org/deliverables/CSCC-Cloud-Customer-Architecture-for-Blockchain.pdf
  • Badia-Melis, R., Garcia-Hierro, J., Ruiz-Garcia, L., Jiménez-Ariza, T., Robla Villalba, J. I., & Barreiro, P. (2014). Assessing the dynamic behavior of WSN motes and RFID semi-passive tags for temperature monitoring. Computers and Electronics in Agriculture, 103, 11–16. https://doi.org/10.1016/j.compag.2014.01.014
  • Balani, S. (2013). Functioning of the public distribution system-an analytical report. In PRS legislative research (Issue December).
  • Banerjee, A. (2018). Blockchain technology: Supply chain insights from ERP. Advances in Computers, 111, 69–98. https://doi.org/10.1016/bs.adcom.2018.03.007
  • Batini, C., Ceri, S., & Navathe, S. B. (1992). Conceptual database design: An entity-relationship approach. In Database. https://doi.org/9780805302448
  • Behnke, K., & Janssen, M. F. W. H. A. (2020). Boundary conditions for traceability in food supply chains using blockchain technology. International Journal of Information Management, 52. https://doi.org/10.1016/j.ijinfomgt.2019.05.025
  • Ben-Ari, M., & Yeshno, T. (2006). Conceptual models of software artifacts. Interacting with Computers, 18(6), 1336–1350. https://doi.org/10.1016/j.intcom.2006.03.005
  • Benton, T. G. (2016). Food security. In Encyclopedia of applied plant sciences (Vol. 2, pp. 19–22). https://doi.org/10.1016/B978-0-12-394807-6.00039-3
  • Bhattacharya, S., Vanita Leah, F., & Puri, R. (2017). The public distribution system in India: Policy evolution and program delivery trends. The 1.5 Billion People Question: Food, Vouchers, or Cash Transfers?, 10, 43–105. https://doi.org/10.1596/978-1-4648-1087-9_ch2
  • Bilal, M., Oyedele, L. O., Akinade, O. O., Ajayi, S. O., Alaka, H. A., Owolabi, H. A., Qadir, J., Pasha, M., & Bello, S. A. (2016). Big data architecture for construction waste analytics (CWA): A conceptual framework. Journal of Building Engineering, 6, 144–156. https://doi.org/10.1016/j.jobe.2016.03.002
  • Bindi, T. (2017). Alibaba and AusPost team up to tackle food fraud with blockchain. ZDNet. https://www.zdnet.com/article/alibaba-and-auspost-team-up-to-tackle-food-fraud-with-blockchain/
  • Biswal, A. K., & Jenamani, M. (2018). Leveraging ICT for food security: An analysis in the context of PDS in India. Communications in Computer and Information Science. https://doi.org/10.1007/978-981-13-1343-1_32
  • Biswal, A. K., Jenamani, M., & Kumar, S. K. (2018). Warehouse efficiency improvement using RFID in a humanitarian supply chain: Implications for Indian food security system. Transportation Research Part E: Logistics and Transportation Review, 109, 205–224. https://doi.org/10.1016/j.tre.2017.11.010
  • Böhm, M., Heininger, R., Engel, T., Sadovskyi, O., Böhm, M., Heininger, R., & Krcmar, H. (2014). A conceptual approach for optimizing distribution logistics using big data. Twentieth Americas Conference on Information Systems, Savannah, 2014 (pp. 1–9). https://www.scopus.com/inward/record.uri?eid=2-s2.0-84905979912&partnerID=40&md5=4cf14f90342ef2f7e546d20889785f67
  • Cappa, F., & Pinelli, M. (2020). Collecting money through blockchain technologies: First insights on the determinants of the return on Initial Coin Offerings. Information Technology for Development. https://doi.org/10.1080/02681102.2020.1801564
  • Castro, M., & Liskov, B. (1999). Practical byzantine fault tolerance. OSDI ‘99: Proceedings of the Third Symposium on Operating Systems Design and Implementation SE - OSDI ’99 (pp. 173–186). https://doi.org/doi: 10.1145/4221.214134
  • Chen, G., Xu, B., Lu, M., & Chen, N.-S. (2018). Exploring blockchain technology and its potential applications for education. Smart Learning Environments, 5, 1. https://doi.org/10.1186/s40561-017-0050-x
  • Christidis, K., & Devetsikiotis, M. (2016). Blockchains and smart contracts for the Internet of Things. IEEE Access, 4, 2292–2303. https://doi.org/10.1109/ACCESS.2016.2566339
  • Crosby, M., Pattanayak, P., Verma, S., & Kalyanaraman, V. (2016). Blockchain technology. Blockchain technology. https://doi.org/10.1515/9783110488951
  • Dé, R., Pal, A., Sethi, R., Reddy, S. K., & Chitre, C. (2018). ICT4D research: A call for a strong critical approach. Information Technology for Development, 24(1), 63–94. https://doi.org/10.1080/02681102.2017.1286284
  • Dhagarra, D., Goswami, M., Sarma, P. R. S., & Choudhury, A. (2019). Big Data and blockchain supported conceptual model for enhanced healthcare coverage. Business Process Management Journal. https://doi.org/10.1108/BPMJ-06-2018-0164
  • Dinh, T. T. A., Liu, R., Zhang, M., Chen, G., Ooi, B. C., & Wang, J. (2018). Untangling blockchain: A data processing view of blockchain systems. IEEE Transactions on Knowledge and Data Engineering, 30(7), 1366–1385. https://doi.org/10.1109/TKDE.2017.2781227
  • Dupont, Q. (2017). Blockchain identities: Notational technologies for control and management of abstracted entities. Metaphilosophy, 48(5), 634–653. https://doi.org/10.1111/meta.12267
  • Ekblaw, A., Azaria, A., Halamka, J. D., & Lippman, A. (2016). A case study for blockchain in healthcare: “MedRec”prototype for electronic health records and medical research data. Proceedings of IEEE Open & Big Data Conference, 13, 13. https://www.healthit.gov/sites/default/files/5-56-onc_blockchainchallenge_mitwhitepaper.pdf
  • Embley, D. W., & Liddle, S. W. (2013). Big data – Conceptual modeling to the rescue. Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), 8217 LNCS (pp. 1–8). https://doi.org/10.1007/978-3-642-41924-9_1
  • English, S. M., & Nezhadian, E. (2017). Conditions of full disclosure: The blockchain remuneration model. Proceedings – 2nd IEEE European Symposium on Security and Privacy Workshops, EuroS and PW 2017 (pp. 64–67). https://doi.org/10.1109/EuroSPW.2017.52
  • Fabric, H. (2019). Hyperledger fabric : A blockchain platform for the enterprise. https://hyperledger-fabric.readthedocs.io/en/release-1.4/
  • Fanning, K., & Centers, D. P. (2016). Blockchain and its coming impact on financial services. Journal of Corporate Accounting & Finance, 27(5), 53–57. https://doi.org/10.1002/jcaf.22179
  • FAO. (2018). The state of food security and nutrition in the world 2018. In Global food insecurity report. https://doi.org/10.1093/cjres/rst006
  • Farouk, A., Alahmadi, A., Ghose, S., & Mashatan, A. (2020). Blockchain platform for industrial healthcare: Vision and future opportunities. Computer Communications, 154, 223–235. https://doi.org/10.1016/j.comcom.2020.02.058
  • FCI. (2015). Depot online system detailed project report (Issue March). http://fci.gov.in/app2/webroot/upload/Personnel/DPR Document.pdf
  • FCI. (2019). Movement. http://fci.gov.in/movements.php?view=32
  • Gao, F., Zhu, L., Shen, M., Sharif, K., Wan, Z., & Ren, K. (2018). A blockchain-based privacy-Preserving payment mechanism for vehicle-to-grid networks. IEEE Network, 32(6), 184–192. https://doi.org/10.1109/MNET.2018.1700269
  • Gazali, H. M., Hassan, R., Nor, R. M., & Rahman, H. M. M. (2017). Re-inventing PTPTN study loan with blockchain and smart contracts. ICIT 2017 – 8th International Conference on Information Technology, Proceedings (pp. 751–754). https://doi.org/10.1109/ICITECH.2017.8079940
  • Glaser, F. (2017). Pervasive decentralisation of digital infrastructures: A framework for blockchain enabled system and use case analysis. Proceedings of the 50th Hawaii International Conference on System Sciences (2017). https://doi.org/10.24251/hicss.2017.186
  • Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., Pretty, J., Robinson, S., Thomas, S. M., & Toulmin, C. (2010). Food security: The challenge of feeding 9 billion people. Science, 327(5967), 812–818. https://doi.org/10.1126/science.1185383
  • Golfarelli, M., Maio, D., & Rizzi, S. (2003). The dimensional fact model: A conceptual model for data warehouses. International Journal of Cooperative Information Systems, 07(02n03), 215–247. https://doi.org/10.1142/s0218843098000118
  • Gordon, W. J., & Catalini, C. (2018). Blockchain technology for healthcare: Facilitating the transition to patient-driven interoperability. Computational and Structural Biotechnology Journal, 16, 224–230. https://doi.org/10.1016/j.csbj.2018.06.003
  • Groenfeldt, T. (2017). IBM and Maersk apply blockchain to container shipping. Forbes. https://www.forbes.com/sites/tomgroenfeldt/2017/03/05/ibm-and-maersk-apply-blockchain-to-container-shipping/
  • Halaweh, M., & Massry, A. (2015). Conceptual model for successful implementation of Big data in organizations. Journal of International Technology and Information Management, 24(2), 21–29. https://scholarworks.lib.csusb.edu/jitim/vol24/iss2/2/
  • Hannam, K. (2016). This emerging tech company has put Asia’s tuna on the blockchain. Forbes. https://www.forbes.com/sites/keshiahannam/2016/09/30/this-emerging-tech-company-has-put-asias-tuna-on-the-blockchain/#12eb1de22649
  • Hardjono, T., Lipton, A., & Pentland, A. (2019). Toward an interoperability architecture for blockchain autonomous systems. IEEE Transactions on Engineering Management, 1–12. https://doi.org/10.1109/TEM.2019.2920154
  • Hastig, G. M., & Sodhi, M. M. S. (2019). Blockchain for supply chain traceability: Business requirements and critical success factors. Production and Operations Management. https://doi.org/10.1111/poms.13147
  • Herbaut, N., & Negru, N. (2017). A model for collaborative blockchain-based video delivery relying on advanced network services chains. IEEE Communications Magazine, 55(9), 70–76. https://doi.org/10.1109/MCOM.2017.1700117
  • Holotiuk, F., Moormann, J., & Pisani, F. (2019). Blockchain in the payments industry: Developing a discussion agenda based on pain points and opportunities. In Business Transformation through Blockchain (pp. 197–231). https://doi.org/10.1007/978-3-319-98911-2_7
  • Hyvärinen, H., Risius, M., & Friis, G. (2017). A blockchain-based approach towards overcoming financial fraud in public sector services. Business and Information Systems Engineering, 59(6), 441–456. https://doi.org/10.1007/s12599-017-0502-4
  • Indiastat. (2018). State-wise number of ration/aadhar cards in India. https://www.indiastat.com/table/civil-supplies-and-consumer-affairs-data/4/fair-price-shops/95/997652/data.aspx
  • Ito, J., Narula, N., & Ali, R. (2017). The blockchain will do to the financial system what the Internet did to media. Harvard Business Review, 2–6. https://hbr.org/2017/03/the-blockchain-will-do-to-banks-and-law-firms-what-the-internet-did-to-media
  • Jayapandian, C., Chen, C.-H., Dabir, A., Lhatoo, S., Zhang, G.-Q., & Sahoo, S. S. (2014). Domain ontology as conceptual model for big data management: Application in biomedical informatics. International Conference on Conceptual Modeling (pp. 144–157). Cham: Springer. https://doi.org/10.1007/978-3-319-12206-9_12
  • Jha, R., Gaiha, R., Pandey, M. K., & Kaicker, N. (2013). Food subsidy, income transfer and the poor: A comparative analysis of the public distribution system in India’s states. Journal of Policy Modeling, 35(6), 887–908. https://doi.org/10.1016/j.jpolmod.2013.01.002
  • Kaisler, S., Armour, F., Espinosa, J. A., & Money, W. (2013). Big data: Issues and challenges moving forward. Proceedings of the Annual Hawaii International Conference on System Sciences (pp. 995–1004). https://doi.org/10.1109/HICSS.2013.645
  • Kleine, D., Light, A., & Montero, M. J. (2012). Signifiers of the life we value? Considering human development, technologies and Fair trade from the perspective of the capabilities approach. Information Technology for Development, 18(1), 42–60. https://doi.org/10.1080/02681102.2011.643208
  • Korpela, K., Hallikas, J., & Dahlberg, T. (2017). Digital supply chain transformation toward blockchain integration. Proceedings of the 50th Hawaii International Conference on System Sciences (2017). https://doi.org/10.24251/hicss.2017.506
  • Kshetri, N. (2018). 1 blockchain’s roles in meeting key supply chain management objectives. International Journal of Information Management, 39, 80–89. https://doi.org/10.1016/j.ijinfomgt.2017.12.005
  • Lee, I., & Lee, K. (2015). The Internet of Things (IoT): Applications, investments, and challenges for enterprises. Business Horizons, 58(4), 431–440. https://doi.org/10.1016/j.bushor.2015.03.008
  • Lee, J.-H., & Pilkington, M. (2017). How the blockchain revolution will reshape the consumer electronics industry [future directions]. IEEE Consumer Electronics Magazine, 6(3), 19–23. https://doi.org/10.1109/MCE.2017.2684916
  • Lu, Q., & Xu, X. (2017). Adaptable blockchain-based systems: A case study for product traceability. IEEE Software, 34(6), 21–27. https://doi.org/10.1109/MS.2017.4121227
  • Macrinici, D., Cartofeanu, C., & Gao, S. (2018). Smart contract applications within blockchain technology: A systematic mapping study. Telematics and Informatics, 35(8), 2337–2354. https://doi.org/10.1016/j.tele.2018.10.004
  • Madhwal, Y., & Panfilov, P. B. (2017). Blockchain and supply chain management: Aircrafts’ parts’ business case. Annals of DAAAM and Proceedings of the International DAAAM Symposium (pp. 1051–1056). https://doi.org/10.2507/28th.daaam.proceedings.146
  • Mamoshina, P., Ojomoko, L., Yanovich, Y., Ostrovski, A., Botezatu, A., Prikhodko, P., Izumchenko, E., Aliper, A., Romantsov, K., Zhebrak, A., Ogu, I. O., & Zhavoronkov, A. (2018). Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare. Oncotarget, 9(5), 5665–5690. https://doi.org/10.18632/oncotarget.22345
  • Masiero, S. (2016). The origins of failure: Seeking the causes of design–reality gaps. Information Technology for Development, 22(3), 487–502. https://doi.org/10.1080/02681102.2016.1143346
  • Mazumdar, S., & Ruj, S. (2018). Design of anonymous endorsement system in hyperledger fabric. IEEE Transactions on Emerging Topics in Computing, PP(c), 1. https://doi.org/10.1109/TETC.2019.2920719
  • Moody, D. L. (2003). The method evaluation model : A theoretical model for validating information systems design methods. ECIS 2003 Proceedings (pp. 9–12). http://aisel.aisnet.org/ecis2003/79
  • Moody, D. L. (2005). Theoretical and practical issues in evaluating the quality of conceptual models: Current state and future directions. Data and Knowledge Engineering, 55(3), 243–276. https://doi.org/10.1016/j.datak.2004.12.005
  • Moura, T., & Gomes, A. (2017). Blockchain voting & its effects on election transparency & voter confidence. ACM International Conference Proceeding Series, Part F1282 (pp. 574–575). https://doi.org/10.1145/3085228.3085263
  • Mylrea, M., & Gourisetti, S. N. G. (2017). Blockchain for smart grid resilience: Exchanging distributed energy at speed, scale and security. Proceedings – 2017 Resilience Week, RWS 2017 (pp. 18–23). https://doi.org/10.1109/RWEEK.2017.8088642
  • Nakasumi, M. (2017). Information sharing for supply chain management based on block chain technology. Proceedings – 2017 IEEE 19th Conference on Business Informatics, CBI 2017, 1 (pp. 140–149). https://doi.org/10.1109/CBI.2017.56
  • Niehaus, P., Atanassova, A., Bertrand, M., & Mullainathan, S. (2013). Targeting with agents. American Economic Journal: Economic Policy, 5(1), 138–206. https://doi.org/10.1257/pol.5.1.206
  • NITI Aayog. (2018). National strategy for artificial intelligence (pp. 71–80). http://niti.gov.in/writereaddata/files/document_publication/NationalStrategy-for-AI-Discussion-Paper.pdf
  • Peffers, K., Rothenberger, M., Tuunanen, T., & Vaezi, R. (2012). Design science research evaluation. International Conference on Design Science Research in Information Systems, 7286 LNCS (pp. 398–410). https://doi.org/10.1007/978-3-642-29863-9_29
  • Peffers, K., Tuunanen, T., Rothenberger, M. A., & Chatterjee, S. (2007). A design science research methodology for information systems research. Journal of Management Information Systems, 24(3), 45–77. https://doi.org/10.2753/MIS0742-1222240302
  • PIB. (2015). Year end review – 2015. Press Information Bureau, Government of India, Ministry of Consumer Affairs, Food & Public Distribution. http://pib.nic.in/newsite/PrintRelease.aspx?relid=133703
  • PTI. (2017, April 21). Government data on Cloud must be stored in India: Ministry of Electronics and IT. The Economic Times. https://economictimes.indiatimes.com/tech/internet/government-data-on-cloud-must-be-stored-in-india-ministry-of-electronics-and-it/articleshow/58288014.cms?from=mdr
  • Queiroz, M. M., Telles, R., & Bonilla, S. H. (2019). Blockchain and supply chain management integration: A systematic review of the literature. Supply Chain Management, 25(2), 241–254. https://doi.org/10.1108/SCM-03-2018-0143
  • Qureshi, S. (2017). The forgotten awaken: ICT’s evolving role in the roots of mass discontent. Information Technology for Development, 23(1), 1–17. https://doi.org/10.1080/02681102.2017.1293963
  • Radhakrishna, R., Subbarao, K., Indrakant, S., & Ravi, C. (1997). India’s public distribution system: A national and international perspective. World Bank Discussion Papers.
  • Reijers, W., O’Brolcháin, F., & Haynes, P. (2016). Governance in blockchain technologies & social contract theories. Ledger, 1, 134–151. https://doi.org/10.5195/ledger.2016.62
  • Rizzo, P. (2014). How Kipochi is taking Bitcoin into Africa. https://www.coindesk.com/kipochi-taking-bitcoin-africa
  • Rohr, J., & Wright, A. (2017). Blockchain-based token sales, initial coin offerings, and the democratization of public capital markets. SSRN Electronic Journal, https://doi.org/10.2139/ssrn.3048104
  • Sein, M. K., Thapa, D., Hatakka, M., & Sæbø, Ø. (2019). A holistic perspective on the theoretical foundations for ICT4D research. Information Technology for Development, 25(1), 7–25. https://doi.org/10.1080/02681102.2018.1503589
  • Sen, S., & Murali, A. (2017). IndiaChain: Niti Aayog starts on IndiaStack-linked, large-scale Blockchain projects. Factor Daily. https://factordaily.com/indiachain-indiastack-blockchain/
  • Shafagh, H., Burkhalter, L., Hithnawi, A., & Duquennoy, S. (2017). Towards blockchain-based auditable storage and sharing of IoT data. Proceedings of the 2017 on Cloud Computing Security Workshop (pp. 45–50). http://arxiv.org/abs/1705.08230
  • Singh, H., Díaz Andrade, A., & Techatassanasoontorn, A. A. (2018). The practice of ICT-enabled development. Information Technology for Development, 24(1), 37–62. https://doi.org/10.1080/02681102.2017.1283284
  • Singh, M., & Kim, S. (2017). Blockchain based intelligent vehicle data sharing framework. ArXiv Preprint ArXiv:1708.09721. http://arxiv.org/abs/1708.09721
  • Singh, S. K., & Jenamani, M. (2020). Cassandra-based data repository design for food supply chain traceability. VINE Journal of Information and Knowledge Management Systems. https://doi.org/10.1108/VJIKMS-08-2019-0119
  • Sousa, J., Bessani, A., & Vukolic, M. (2018). A byzantine fault-tolerant ordering service for the hyperledger fabric blockchain platform. Proceedings – 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018 (pp. 51–58). https://doi.org/10.1109/DSN.2018.00018
  • Storey, V. C., & Song, I. Y. (2017). Big data technologies and management: What conceptual modeling can do. Data and Knowledge Engineering, 108, 50–67. https://doi.org/10.1016/j.datak.2017.01.001
  • Tapscott, D., & Tapscott, A. (2017). How blockchain will change organizations. MIT Sloan Management Review, 58(2), 10–13. https://doi.org/10.7551/mitpress/11645.003.0010
  • Tian, F. (2016). An agri-food supply chain traceability system for China based on RFID & blockchain technology. 2016 13th International Conference on Service Systems and Service Management, ICSSSM 2016. https://doi.org/10.1109/ICSSSM.2016.7538424
  • Turk, Ž, & Klinc, R. (2017). Potentials of blockchain technology for construction management. Procedia Engineering, 196, 638–645. https://doi.org/10.1016/j.proeng.2017.08.052
  • Venable, J., Pries-Heje, J., & Baskerville, R. (2016). FEDS: A framework for evaluation in design science research. European Journal of Information Systems, 25(1), 77–89. https://doi.org/10.1057/ejis.2014.36
  • Viswanathan, R., Dasgupta, D., & Raghavan, S. G. (2019). Blockchain solution reference architecture (BSRA). IBM Journal of Research and Development, https://doi.org/10.1147/JRD.2019.2913629
  • Walsham, G. (2017). ICT4D research: Reflections on history and future agenda. Information Technology for Development, 23(1), 18–41. https://doi.org/10.1080/02681102.2016.1246406
  • Wang, M. L., & Choi, C. H. (2019). How information and communication technology affect international trade: A comparative analysis of BRICS countries. Information Technology for Development, 25(3), 455–474. https://doi.org/10.1080/02681102.2018.1493675
  • Warkentin, M., & Orgeron, C. (2020). Using the security triad to assess blockchain technology in public sector applications. International Journal of Information Management, 52. https://doi.org/10.1016/j.ijinfomgt.2020.102090
  • Weber, I., Xu, X., Riveret, R., Governatori, G., Ponomarev, A., & Mendling, J. (2016). Untrusted business process monitoring and execution using blockchain. Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), 9850 LNCS (pp. 329–347). https://doi.org/10.1007/978-3-319-45348-4_19
  • Xu, Q., Aung, K. M. M., Zhu, Y., & Yong, K. L. (2018). A blockchain-based storage system for data analytics in the internet of things. In Studies in Computational Intelligence (Vol. 715, pp. 119–138). https://doi.org/10.1007/978-3-319-58190-3_8
  • Xu, X., Pautasso, C., Zhu, L., Gramoli, V., Ponomarev, A., Tran, A. B., & Chen, S. (2016). The blockchain as a software connector. Proceedings – 2016 13th Working IEEE/IFIP Conference on Software Architecture, WICSA 2016 (pp. 182–191). https://doi.org/10.1109/WICSA.2016.21
  • Xu, Y., Ren, J., Wang, G., Zhang, C., Yang, J., & Zhang, Y. (2019). A blockchain-based non-repudiation network computing service scheme for industrial IoT. IEEE Transactions on Industrial Informatics, https://doi.org/10.1109/tii.2019.2897133
  • Yeo, B., & Grant, D. (2019). Exploring the factors affecting global manufacturing performance. Information Technology for Development, 25(1), 92–121. https://doi.org/10.1080/02681102.2017.1315354
  • Yuan, Y., & Wang, F. Y. (2016). Towards blockchain-based intelligent transportation systems. IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (pp. 2663–2668). https://doi.org/10.1109/ITSC.2016.7795984
  • Zhang, Y., & Wen, J. (2015). An IoT electric business model based on the protocol of bitcoin. 2015 18th International Conference on Intelligence in Next Generation Networks, ICIN 2015 (pp. 184–191). https://doi.org/10.1109/ICIN.2015.7073830
  • Zheng, Z., Xie, S., Dai, H., Chen, X., & Wang, H. (2017). An overview of blockchain technology: Architecture, consensus, and future trends. Proceedings – 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017 (pp. 557–564). https://doi.org/10.1109/BigDataCongress.2017.85
  • Zheng, Z., Xie, S., Dai, H. N., Chen, X., & Wang, H. (2018). Blockchain challenges and opportunities: A survey. International Journal of Web and Grid Services, 14(4), 352–375. https://doi.org/10.1504/IJWGS.2018.095647
  • Zhong, R. Y., Newman, S. T., Huang, G. Q., & Lan, S. (2016). Big data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives. Computers and Industrial Engineering, 101, 572–591. https://doi.org/10.1016/j.cie.2016.07.013
  • Zhu, S., Song, M., Lim, M. K., Wang, J., & Zhao, J. (2020). The development of energy blockchain and its implications for China’s energy sector. Resources Policy, 66), https://doi.org/10.1016/j.resourpol.2020.101595
  • Zyskind, G., Nathan, O., & Pentland, A. S. (2015). Decentralizing privacy: Using blockchain to protect personal data. Proceedings – 2015 IEEE Security and Privacy Workshops, SPW 2015 (pp. 180–184). https://doi.org/10.1109/SPW.2015.27

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