Abstract
The utilization of smart contracts enables the integration of blockchain technology to provide incentives for the gathering of electronic trash. Traditional blockchain-based Internet of Things (IoT)-E-Waste Tracking systems have challenges such as data privacy issues, significant delays, and low transaction per second (TPS) rates. In order to tackle these difficulties, the proposed approach utilizes a blockchain-based technology called IoT-enabled Efficient Practical Byzantine Consensus-based Reputation (EPBCR). This approach effectively monitors the post-production business processes of electronic devices by using hybrid consensus and reputation optimization algorithms. As a result, it enhances transparency, traceability, and privacy. The system efficiently regulates and oversees electronic gadgets throughout its supply chain by employing smart contracts on an unchangeable distributed ledger. The methodology is supported by analyzing the gas usage of Smart contracts on the Ethereum network. This results in the creation of, efficient, and high-throughput system that assists participants in conducting economic transactions.
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Caruccio L et al (2020) GDPR compliant information confidentiality preservation in big data. IEEE Access 8:205034–205050
Nóbrega T, Pires CES, Nascimento DC (2021) Blockchain-based privacy-preserving record linkage: enhancing data privacy in an untrusted environment. Inform Syst 102:101826
Kuperberg M (2020) Towards enabling deletion in append-only blockchains to support data growth management and GDPR compliance. In: 2020 IEEE international conference on blockchain (Blockchain). IEEE, pp 393-400
Desiato D, Tortora G (2018) A methodology for GDPR compliant data processing. In: CEUR workshop proceedings, vol 2161. CEUR-WS, pp 1–4
Szpilko D, de la Torre Gallegos A, Jimenez Naharro F, Rzepka A, Remiszewska A (2023) Waste management in the smart city: current practices and future directions. Resources 12(10):115
Verma S, Yadav D, Chandra G (2022) Introduction of formal methods in blockchain consensus mechanism and its associated protocols. IEEE Access 10:66611–66624
Wang W, Hoang DT, Hu P, Xiong Z, Niyato D, Wang P, Wen Y, Kim DI (2019) A survey on consensus mechanisms and mining strategy management in blockchain networks. IEEE Access 7:22328–22370
Garg R (2022) Ethereum based smart contracts for trade and finance. Int J Econ Manag Eng 16(11):619–629
Yadav AK, Singh K, Amin AH, Almutairi L, Alsenani TR, Ahmadian A (2023) A comparative study on consensus mechanism with security threats and future scopes: Blockchain. Comput Commun 201:102–115
Tang Y, Wu S, Wang X (2022) Redactable blockchain trust scheme based on reputation consensus for MEC. Comput Intell Neurosci 2022
Li X, Zhao H, Deng W (2023) BFOD: blockchain-based privacy protection and security sharing scheme of flight operation data. IEEE Internet Things J
BouAbdo J, El Sibai R, Demerjian J (2021) Permissionless proof-of-reputation-X: a hybrid reputation-based consensus algorithm for permissionless blockchains. Trans Emerg Telecommun Technol 32(1):e4148
Kang Jiawen (2019) Toward secure blockchain-enabled internet of vehicles: Optimizing consensus management using reputation and contract theory. IEEE Trans Veh Technol 68(3):2906–2920
Xu J, Hua C, Zhang Y (2023) A blockchain-based framework for supervision of livelihood issues: proof of concept with optimized consensus. IEEE Access 11:73414–73434
Li Y, Qiao L, Lv Z (2021) An optimized byzantine fault tolerance algorithm for consortium blockchain. Peer Peer Netw Applic 14:2826–2839
Ahmad RW, Salah K, Jayaraman R, Yaqoob I, Omar M, Ellahham S (2021) Blockchain-based forward supply chain and waste management for COVID-19 medical equipment and supplies. IEEE Access 9:44905–44927
Liu J, Zhao J, Huang H, Xu G (2022) A novel logistics data privacy protection method based on blockchain. Multimedia Tools Applic 81(17):23867–23887
Meshcheryakov Y, Melman A, Evsutin O, Morozov V, Koucheryavy Y (2021) On performance of PBFT blockchain consensus algorithm for IoT-applications with constrained devices. IEEE Access 9:80559–80570
Alzahrani Abdulla IA, Chauhdary Sajjad Hussain, Alshdadi Abdulrahman A (2023) Internet of Things (IoT)-Based Wastewater Management in Smart Cities. Electronics 12(12):2590
Magaia Naercio, Sheng Zhengguo (2018) ReFIoV: A novel reputation framework for information-centric vehicular applications. IEEE Trans Veh Technol 68(2):1810–1823
Roberts Peter W, Dowling Grahame R (2002) Corporate reputation and sustained superior financial performance. Strateg Manag J 23(12):1077–1093
Onireti O, Zhang L, Imran MA, (2019) On the viable area of wireless practical byzantine fault tolerance (pbft) blockchain networks. In: 2019 IEEE global communications conference (GLOBECOM). IEEE, pp 1–6
Li Wenjia, Parker James, Joshi Anupam (2012) Security through collaboration and trust in MANETs. Mobile Netw Applic 17:342–352
Gai F, Wang B, Deng W, Peng W (2018) Proof of reputation: a reputation-based consensus protocol for peer-to-peer network. In: Database systems for advanced applications: 23rd international conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, proceedings, part II 23. Springer International Publishing, pp 666–681
Li Yuxi, QiaoLv LiangZhihan (2021) An optimized byzantine fault tolerance algorithm for consortium blockchain. Peer Peer Netw Applic 14:2826–2839
BouAbdo Jacques (2020) Permissionless reputation-based consensus algorithm for blockchain. Internet Technol Lett 3(3):e151
Lei K, Zhang Q, Xu L, Qi Z (2018) Reputation-based byzantine fault-tolerance for consortium blockchain. In: 2018 IEEE 24th international conference on parallel and distributed systems (ICPADS). IEEE, pp 604–611
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Sharma, L., Gupta, R.K., Lamba, C.S. et al. Efficient practical Byzantine Consensus-based reputation method for IoT based electronic waste tracking and tracing system using blockchain. Multimed Tools Appl (2024). https://doi.org/10.1007/s11042-024-19166-z
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DOI: https://doi.org/10.1007/s11042-024-19166-z