Blockchain and IoT in Smart Agriculture: Analysis, Opportunities, Challenges, and Future Research Directions

[1] Markets and Markets. Precision farming market. https://www.marketsandmarkets.com/Market-Reports/precision-farming-market-1243.html?gclid=Cj0KCQjwhZr1BRCLARIsALjRVQMzJElhQ1Gm81bk7xxkDdX8OzAcvOwu4QLqi4hhUbtKCf7lreG2H8aArF_EALw_wcB [Accessed 27 April 2020]. Markets and Markets . Precision farming market . https://www.marketsandmarkets.com/Market-Reports/precision-farming-market-1243.html?gclid=Cj0KCQjwhZr1BRCLARIsALjRVQMzJElhQ1Gm81bk7xxkDdX8OzAcvOwu4QLqi4hhUbtKCf7lreG2H8aArF_EALw_wcB [Accessed 27 April 2020 ]. Search in Google Scholar

[2] Xinhuanet. Global precision agriculture market to hit 10.55 bln USD by 2025. https://www.xinhuanet.com/english/2018-08/22/c_137410419.html [Accessed 27 April 2020]. Xinhuanet . Global precision agriculture market to hit 10.55 bln USD by 2025 . https://www.xinhuanet.com/english/2018-08/22/c_137410419.html [Accessed 27 April 2020 ]. Search in Google Scholar

[3] Pandithurai, O., Aishwarya, S., Aparna, B., and Kavitha, K. (2017). ‘Agro-tech: A digital model for monitoring soil and crops using internet of things (IOT)’, in 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM), pp. 342-346, IEEE. Pandithurai O. Aishwarya S. Aparna B. Kavitha K. ( 2017 ). ‘ Agro-tech: A digital model for monitoring soil and crops using internet of things (IOT) ’, in 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM) , pp. 342 - 346 , IEEE . Search in Google Scholar

[4] Tran, H. A. M., Ngo, H. Q. T., Nguyen, T. P., and Nguyen, H. (2018). ‘Design of green agriculture system using internet of things and image processing techniques’, in 2018 4th International Conference on Green Technology and Sustainable Development (GTSD), pp. 28-32, IEEE. Tran H. A. M. Ngo H. Q. T. Nguyen T. P. Nguyen H. ( 2018 ). ‘ Design of green agriculture system using internet of things and image processing techniques ’, in 2018 4th International Conference on Green Technology and Sustainable Development (GTSD) , pp. 28 - 32 , IEEE . Search in Google Scholar

[5] Mishra, D., Pande, T., Agrawal, K. K., Abbas, A., Pandey, A. K., and Yadav, R. S. (2019). ‘Smart agriculture system using IoT,’ in Proceedings of the third international conference on advanced informatics for computing research, pp. 1-7. Mishra D. Pande T. Agrawal K. K. Abbas A. Pandey A. K. Yadav R. S. ( 2019 ). ‘ Smart agriculture system using IoT ,’ in Proceedings of the third international conference on advanced informatics for computing research , pp. 1 - 7 . Search in Google Scholar

[6] Vadapalli, A., Peravali, S., and Dadi, V. (2020). ‘Smart Agriculture System using IoT Technology.’ International Journal of Advance Research in Science and Engineering, 2319-8354, 9, 58-65. Vadapalli A. Peravali S. Dadi V. ( 2020 ). ‘ Smart Agriculture System using IoT Technology .’ International Journal of Advance Research in Science and Engineering , 2319-8354 , 9 , 58 - 65 . Search in Google Scholar

[7] Elijah, O., Rahman, T. A., Orikumhi, I., Leow, C. Y., and Hindia, M. N. (2018). ‘An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges.’ IEEE Internet of Things Journal, 5(5), 3758-3773. Elijah O. Rahman T. A. Orikumhi I. Leow C. Y. Hindia M. N. ( 2018 ). ‘ An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges .’ IEEE Internet of Things Journal , 5 ( 5 ), 3758 - 3773 . Search in Google Scholar

[8] Farooq, M. S., Riaz, S., Abid, A., Abid, K., and Naeem, M. A. (2019).’ A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming.’ IEEE Access, 7, 156237-156271. Farooq M. S. Riaz S. Abid A. Abid K. Naeem M. A. ( 2019 ). ’ A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming .’ IEEE Access , 7 , 156237 - 156271 . Search in Google Scholar

[9] Rahman, M. U., Baiardi, F., and Ricci, L. (2020). ‘Blockchain smart contract for scalable data sharing in IoT: a case study of smart agriculture,’ in 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT), pp. 1-7. IEEE. Rahman M. U. Baiardi F. Ricci L. ( 2020 ). ‘ Blockchain smart contract for scalable data sharing in IoT: a case study of smart agriculture ,’ in 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT) , pp. 1 - 7 . IEEE . Search in Google Scholar

[10] Biswas, M., Akhund, T. M. N. U., Ferdous, M. J., Kar, S., Anis, A., and Shanto, S. A. (2021). ‘Biot: Blockchain based smart agriculture with internet of thing,’ in 2021 Fifth World Conference on Smart Trends in Systems Security and Sustainability (WorldS4) pp. 75-80, IEEE. Biswas M. Akhund T. M. N. U. Ferdous M. J. Kar S. Anis A. Shanto S. A. ( 2021 ). ‘ Biot: Blockchain based smart agriculture with internet of thing ,’ in 2021 Fifth World Conference on Smart Trends in Systems Security and Sustainability (WorldS4) pp. 75 - 80 , IEEE . Search in Google Scholar

[11] Umamaheswari, S., Sreeram, S., Kritika, N., and Prasanth, D. J. (2019). ‘Biot: blockchain based IoT for agriculture,’ in 2019 11th International conference on advanced computing (ICoAC), pp. 324-327. IEEE. Umamaheswari S. Sreeram S. Kritika N. Prasanth D. J. ( 2019 ). ‘ Biot: blockchain based IoT for agriculture ,’ in 2019 11th International conference on advanced computing (ICoAC) , pp. 324 - 327 . IEEE . Search in Google Scholar

[12] Abdelmaboud, A., Ahmed, A. I. A., Abaker, M., Eisa, T. A. E., Albasheer, H., Ghorashi, S. A., and Karim, F. K. (2022). ‘Blockchain for IoT applications: taxonomy, platforms, recent advances, challenges and future research directions. ’ Electronics, 11(4), 630. Abdelmaboud A. Ahmed A. I. A. Abaker M. Eisa T. A. E. Albasheer H. Ghorashi S. A. Karim F. K. ( 2022 ). ‘ Blockchain for IoT applications: taxonomy, platforms, recent advances, challenges and future research directions .’ Electronics , 11 ( 4 ), 630 . Search in Google Scholar

[13] Quy, V. K., Hau, N. V., Anh, D. V., Quy, N. M., Ban, N. T., Lanza, S., and Muzirafuti, A. (2022). ‘IoT-enabled smart agriculture: architecture, applications, and challenges.’ Applied Sciences, 12(7), 3396. Quy V. K. Hau N. V. Anh D. V. Quy N. M. Ban N. T. Lanza S. Muzirafuti A. ( 2022 ). ‘ IoT-enabled smart agriculture: architecture, applications, and challenges .’ Applied Sciences , 12 ( 7 ), 3396 . Search in Google Scholar

[14] Chegur, P., Thakkannavar, P., Ingalagaon, S., Doddamani, N., and Matoliya, N. (2021). ‘Distributed and Cloud Computing Course Project Report On Cloud Based Supply Chain Management System Using Blockchain in Agriculture.’ KLE Society’s KLE Technological University 2021. Chegur P. Thakkannavar P. Ingalagaon S. Doddamani N. Matoliya N. ( 2021 ). ‘ Distributed and Cloud Computing Course Project Report On Cloud Based Supply Chain Management System Using Blockchain in Agriculture .’ KLE Society’s KLE Technological University 2021 . Search in Google Scholar

[15] Chen, S., Shi, R., Ren, Z., Yan, J., Shi, Y., and Zhang, J. (2017). ‘A blockchain-based supply chain quality management framework,’ in 2017 IEEE 14th international conference on e-business engineering (ICEBE), pp. 172-176. IEEE. Chen S. Shi R. Ren Z. Yan J. Shi Y. Zhang J. ( 2017 ). ‘ A blockchain-based supply chain quality management framework ,’ in 2017 IEEE 14th international conference on e-business engineering (ICEBE) , pp. 172 - 176 . IEEE . Search in Google Scholar

[16] Liu, Y., Wang, H., Wang, J., Qian, K., Kong, N., Wang, K., and Engels, D. W. (2015). ‘Enterprise-oriented IoT name service for agricultural product supply chain management.’ International Journal of Distributed Sensor Networks, 11(8), 308165. Liu Y. Wang H. Wang J. Qian K. Kong N. Wang K. Engels D. W. ( 2015 ). ‘ Enterprise-oriented IoT name service for agricultural product supply chain management .’ International Journal of Distributed Sensor Networks , 11 ( 8 ), 308165 . Search in Google Scholar

[17] Baranwal, T. and Pateriya, P. K. (2016). ‘Development of IoT based smart security and monitoring devices for agriculture,’ in 2016 6th International Conference-Cloud System and Big Data Engineering (Confluence), pp. 597-602, IEEE. Baranwal T. Pateriya P. K. ( 2016 ). ‘ Development of IoT based smart security and monitoring devices for agriculture ,’ in 2016 6th International Conference-Cloud System and Big Data Engineering (Confluence) , pp. 597 - 602 , IEEE . Search in Google Scholar

[18] Zhu, X. and Badr, Y. (2018). ‘Fog computing security architecture for the Internet of Things using blockchain-based social networks,’ in 2018 IEEE International Conference on Internet of Things (iThings), IEEE Green Computing, Communications (GreenCom),IEEE Cyber, Physical and Social Computing (CPSCom), and IEEE Smart Data (SmartData), pp. 1361-1366. IEEE. Zhu X. Badr Y. ( 2018 ). ‘ Fog computing security architecture for the Internet of Things using blockchain-based social networks ,’ in 2018 IEEE International Conference on Internet of Things (iThings), IEEE Green Computing, Communications (GreenCom),IEEE Cyber, Physical and Social Computing (CPSCom), and IEEE Smart Data (SmartData) , pp. 1361 - 1366 . IEEE . Search in Google Scholar

[19] Choto, T., andWafula, A., (2019). A platform for agriculture smart contracts based on the NEO blockchain. https://github.com/BitMari/varimi. Choto T. andWafula A. , ( 2019 ). A platform for agriculture smart contracts based on the NEO blockchain . https://github.com/BitMari/varimi . Search in Google Scholar

[20] Pranto, T. H., Noman, A. A., Mahmud, A., and Haque, A. B. (2021). ‘Blockchain and smart contract for IoT enabled smart agriculture.’ PeerJ Computer Science, 7, e407. Pranto T. H. Noman A. A. Mahmud A. Haque A. B. ( 2021 ). ‘ Blockchain and smart contract for IoT enabled smart agriculture .’ PeerJ Computer Science , 7 , e407 . Search in Google Scholar

[21] Bertoglio, R., Corbo, C., Renga, F. M., and Matteucci, M. (2021). The digital agricultural revolution: a bibliometric analysis literature review, IEEE Access, 9, 134762-134782. Bertoglio R. Corbo C. Renga F. M. Matteucci M. ( 2021 ). The digital agricultural revolution: a bibliometric analysis literature review, IEEE Access , 9 , 134762 - 134782 . Search in Google Scholar

[22] Weng, J., Weng, J., Zhang, J., Li, M., Zhang, Y., and Luo, W. (2019). ‘Deepchain: Auditable and privacy-preserving deep learning with blockchain-based incentive.’ IEEE Transactions on Dependable and Secure Computing, 18(5), 2438-2455. Weng J. Weng J. Zhang J. Li M. Zhang Y. Luo W. ( 2019 ). ‘ Deepchain: Auditable and privacy-preserving deep learning with blockchain-based incentive .’ IEEE Transactions on Dependable and Secure Computing , 18 ( 5 ), 2438 - 2455 . Search in Google Scholar

[23] Kabir, A. T., Debnath, N., Ta-sin, A. J., Zinnurayen, N., and Haider, M. T. (2020,). ‘IoT based low cost smart indoor farming management system using an assistant robot and mobile app,’ in 2020 10th Electrical Power, Electronics, Communications, Controls and Informatics Seminar (EECCIS), pp. 155-158. IEEE. Kabir A. T. Debnath N. Ta-sin A. J. Zinnurayen N. Haider M. T. ( 2020 ,). ‘ IoT based low cost smart indoor farming management system using an assistant robot and mobile app ,’ in 2020 10th Electrical Power, Electronics, Communications, Controls and Informatics Seminar (EECCIS) , pp. 155 - 158 . IEEE . Search in Google Scholar

[24] Vunnava, S. L., Yendluri, S. C., and Dhuli, S. (2021). ‘IoT based novel hydration system for smart agriculture applications,’ in 2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT), pp. 505-509. IEEE. Vunnava S. L. Yendluri S. C. Dhuli S. ( 2021 ). ‘ IoT based novel hydration system for smart agriculture applications ,’ in 2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) , pp. 505 - 509 . IEEE . Search in Google Scholar

[25] Mohanta, B. K., Chedup, S., and Dehury, M. K. (2021). ‘Secure trust model based on blockchain for internet of things enable smart agriculture,’ in 2021 19th OITS International Conference on Information Technology (OCIT), pp. 410-415. IEEE. Mohanta B. K. Chedup S. Dehury M. K. ( 2021 ). ‘ Secure trust model based on blockchain for internet of things enable smart agriculture ,’ in 2021 19th OITS International Conference on Information Technology (OCIT) , pp. 410 - 415 . IEEE . Search in Google Scholar

[26] Zrelli, A., Nakkach, C., and Ezzedine, T. (2022). ‘Cyber-Security for IoT Applications based on ANN Algorithm,’ in 2022 International Symposium on Networks, Computers and Communications (ISNCC), pp. 1-5. IEEE. Zrelli A. Nakkach C. Ezzedine T. ( 2022 ). ‘ Cyber-Security for IoT Applications based on ANN Algorithm ,’ in 2022 International Symposium on Networks, Computers and Communications (ISNCC) , pp. 1 - 5 . IEEE . Search in Google Scholar

[27] Biradar, H. B. and Shabadi, L. (2017). ‘Review on IOT based multidisciplinary models for smart farming,’ in 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), pp. 1923-1926. IEEE. Biradar H. B. Shabadi L. ( 2017 ). ‘ Review on IOT based multidisciplinary models for smart farming ,’ in 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) , pp. 1923 - 1926 . IEEE . Search in Google Scholar

[28] Stevens, J. D. and Shaikh, T. (2018). ‘MicroCEA: developing a personal urban smart farming device,’ in 2018 2nd International Conference on Smart Grid and Smart Cities (ICSGSC), pp. 49-56. IEEE. Stevens J. D. Shaikh T. ( 2018 ). ‘ MicroCEA: developing a personal urban smart farming device ,’ in 2018 2nd International Conference on Smart Grid and Smart Cities (ICSGSC) , pp. 49 - 56 . IEEE . Search in Google Scholar

[29] Lambrinos, L. (2019). ‘Internet of things in agriculture: A decision support system for precision farming,’ in 2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), pp. 889-892. IEEE. Lambrinos L. ( 2019 ). ‘ Internet of things in agriculture: A decision support system for precision farming ,’ in 2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) , pp. 889 - 892 . IEEE . Search in Google Scholar

[30] Bandara, T. M., Mudiyanselage, W., and Raza, M. (2020). ‘Smart farm and monitoring system for measuring the Environmental condition using wireless sensor network-IOT Technology in farming,’ in 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA), pp. 1-7. IEEE. Bandara T. M. Mudiyanselage W. Raza M. ( 2020 ). ‘ Smart farm and monitoring system for measuring the Environmental condition using wireless sensor network-IOT Technology in farming ,’ in 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA) , pp. 1 - 7 . IEEE . Search in Google Scholar

[31] Gomathy, C. K., Saiganesh, C., andSaikiran, B. (2021). ‘The Smart Farming System based on IoT.’ International Journal of Scientific Research in Engineering and Management (IJSREM). Gomathy C. K. Saiganesh C. andSaikiran B. ( 2021 ). ‘ The Smart Farming System based on IoT .’ International Journal of Scientific Research in Engineering and Management (IJSREM) . Search in Google Scholar

[32] Soheyb, A., Abdelmoutia, T., and Labib, T. S. (202). ‘Toward agriculture 4.0: Smart farming environment based on robotic and IoT,’ in 2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT), pp. 1-5. IEEE. Soheyb A. Abdelmoutia T. Labib T. S. ( 202 ). ‘ Toward agriculture 4.0: Smart farming environment based on robotic and IoT ,’ in 2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) , pp. 1 - 5 . IEEE . Search in Google Scholar

[33] Saraswathi, V. R., Sridharani, J., Chowdary, S. P., Nikhil, K., Harshitha, S. M., and Sai, M. K. (2022). ‘Smart Farming: The IoT based Future Agriculture,’ in Proceedings of the 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, pp. 20-22. Saraswathi V. R. Sridharani J. Chowdary S. P. Nikhil K. Harshitha S. M. Sai M. K. ( 2022 ). ‘ Smart Farming: The IoT based Future Agriculture ,’ in Proceedings of the 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT) , Tirunelveli, India , pp. 20 - 22 . Search in Google Scholar

[34] Mahdad, M., Hasanov, M., Isakhanyan, G., and Dolfsma, W. (2022). ‘A smart web of firms, farms and internet of things (IOT): enabling collaboration-based business models in the agri-food industry.’ British Food Journal. Mahdad M. Hasanov M. Isakhanyan G. Dolfsma W. ( 2022 ). ‘ A smart web of firms, farms and internet of things (IOT): enabling collaboration-based business models in the agri-food industry .’ British Food Journal . Search in Google Scholar

[35] Lin, Y. P., Petway, J. R., Anthony, J., Mukhtar, H., Liao, S. W., Chou, C. F., and Ho, Y. F. (2017). ‘Blockchain: The evolutionary next step for ICT e-agriculture.’ Environments, 4(3), 50. Lin Y. P. Petway J. R. Anthony J. Mukhtar H. Liao S. W. Chou C. F. Ho Y. F. ( 2017 ). ‘ Blockchain: The evolutionary next step for ICT e-agriculture .’ Environments , 4 ( 3 ), 50 . Search in Google Scholar

[36] Leng, K., Bi, Y., Jing, L., Fu, H. C., and Nieuwenhuyse, V. I. (2018). ‘Research on agricultural supply chain system with double chain architecture based on blockchain technology.’ Future Generation Computer Systems, 86, 641-649. Leng K. Bi Y. Jing L. Fu H. C. Nieuwenhuyse V. I. ( 2018 ). ‘ Research on agricultural supply chain system with double chain architecture based on blockchain technology .’ Future Generation Computer Systems , 86 , 641 - 649 . Search in Google Scholar

[37] Clercq, D. M., Vats, A., and Biel, A. (2018). ‘Agriculture 4.0: The future of farming technology.’ Proceedings of the World Government Summit, Dubai, UAE, 11-13. Clercq D. M. Vats A. Biel A. ( 2018 ). ‘ Agriculture 4.0: The future of farming technology .’ Proceedings of the World Government Summit , Dubai, UAE , 11 - 13 . Search in Google Scholar

[38] Madumidha, S., Ranjani, P. S., Vandhana, U., and Venmuhilan, B. (2019). ‘A theoretical implementation: Agriculture-food supply chain management using blockchain technology,’ in 2019 TEQIP III Sponsored International Conference on Microwave Integrated Circuits, Photonics and Wireless Networks (IMICPW) pp. 174-178. IEEE. Madumidha S. Ranjani P. S. Vandhana U. Venmuhilan B. ( 2019 ). ‘ A theoretical implementation: Agriculture-food supply chain management using blockchain technology ,’ in 2019 TEQIP III Sponsored International Conference on Microwave Integrated Circuits, Photonics and Wireless Networks (IMICPW) pp. 174 - 178 . IEEE . Search in Google Scholar

[39] Hegde, B., Ravishankar, B., and Appaiah, M. (2020). ‘Agricultural supply chain management using blockchain technology,’ in 2020 International Conference on Mainstreaming Block Chain Implementation (ICOMBI) pp. 1-4, IEEE. Hegde B. Ravishankar B. Appaiah M. ( 2020 ). ‘ Agricultural supply chain management using blockchain technology ,’ in 2020 International Conference on Mainstreaming Block Chain Implementation (ICOMBI) pp. 1 - 4 , IEEE . Search in Google Scholar

[40] Sudha, V., Kalaiselvi, R., and Sathya, D. (2021). Blockchain based student information management system,’ in 2021 International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), pp. 1-4, IEEE. Sudha V. Kalaiselvi R. Sathya D. ( 2021 ). Blockchain based student information management system ,’ in 2021 International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA) , pp. 1 - 4 , IEEE . Search in Google Scholar

[41] Thakkannavar, P. (2022). Cloud Based Supply Chain Management System Using Blockchain in Agriculture. https://github.com/PraveenThakkannavar/Blockchain-in-Agriculture Thakkannavar P. ( 2022 ). Cloud Based Supply Chain Management System Using Blockchain in Agriculture . https://github.com/PraveenThakkannavar/Blockchain-in-Agriculture Search in Google Scholar

[42] Anjum, N. and Dutta, P. (2022). ‘Identifying Counterfeit Products using Blockchain Technology in Supply Chain System,’ in 2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) pp. 1-5, IEEE. Anjum N. Dutta P. ( 2022 ). ‘ Identifying Counterfeit Products using Blockchain Technology in Supply Chain System ,’ in 2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) pp. 1 - 5 , IEEE . Search in Google Scholar

[43] Ashton, K. The first who used the term “Internet of Things” in 1999. https://www.dataversity.net/brief-history-internet-things/ Ashton K. The first who used the term “Internet of Things” in 1999 . https://www.dataversity.net/brief-history-internet-things/ Search in Google Scholar

[44] Hadji, H. B. Workshop_IoT: PRIDA Track 1: The basics of IoT. 24/08/2020. https://www.itu.int/en/ITU-D/Regional-Presence/Africa/Documents/PRIDA%202020%20-%20ONLINE%20Capacity%20building%20%26%20digital%20services/Course%20materials%20I.pdf Hadji H. B. Workshop_IoT: PRIDA Track 1: The basics of IoT. 24/08/2020 . https://www.itu.int/en/ITU-D/Regional-Presence/Africa/Documents/PRIDA%202020%20-%20ONLINE%20Capacity%20building%20%26%20digital%20services/Course%20materials%20I.pdf Search in Google Scholar

[45] Ucuz, D. (2020). ‘Comparison of the IoT platform vendors, microsoft Azure, Amazon web services, and Google cloud, from users’ perspectives,’ in 2020 8th international symposium on digital forensics and security (ISDFS) pp. 1-4, IEEE. Ucuz D. ( 2020 ). ‘ Comparison of the IoT platform vendors, microsoft Azure, Amazon web services, and Google cloud, from users’ perspectives ,’ in 2020 8th international symposium on digital forensics and security (ISDFS) pp. 1 - 4 , IEEE . Search in Google Scholar

[46] Pierleoni, P., Concetti, R., Belli, A., and Palma, L. (2019). ‘Amazon, Google and Microsoft solutions for IoT: Architectures and a performance comparison. ’ IEEE Access, 8, 5455-5470. Pierleoni P. Concetti R. Belli A. Palma L. ( 2019 ). ‘ Amazon, Google and Microsoft solutions for IoT: Architectures and a performance comparison .’ IEEE Access , 8 , 5455 - 5470 . Search in Google Scholar

[47] Nakamoto, S. (2018). Bitcoin: a peer-to-peer electronic cash system. www.bitcoin.org. Nakamoto S. ( 2018 ). Bitcoin: a peer-to-peer electronic cash system . www.bitcoin.org . Search in Google Scholar

[48] Zheng, Z., Xie, S., Dai, H. N., Chen, X., and Wang, H. (2017). ‘Blockchain challenges and opportunities: A survey.’ International Journal of Web and Grid Services, 14(4). Zheng Z. Xie S. Dai H. N. Chen X. Wang H. ( 2017 ). ‘ Blockchain challenges and opportunities: A survey .’ International Journal of Web and Grid Services , 14 ( 4 ). Search in Google Scholar

[49] Biswas, S., Sharif, K., Li, F., Nour, B., and Wang, Y. (2018). ‘A scalable blockchain framework for secure transactions in IoT. ’ IEEE Internet of Things Journal, 6(3), 4650-4659. Biswas S. Sharif K. Li F. Nour B. Wang Y. ( 2018 ). ‘ A scalable blockchain framework for secure transactions in IoT . ’ IEEE Internet of Things Journal , 6 ( 3 ), 4650 - 4659 . Search in Google Scholar

[50] Dai, H. N., Zheng, Z., & Zhang, Y. (2019). ‘Blockchain for Internet of Things: A survey.’ IEEE Internet of Things Journal, 6(5), 8076-8094. Dai H. N. Zheng Z. Zhang Y. ( 2019 ). ‘ Blockchain for Internet of Things: A survey .’ IEEE Internet of Things Journal , 6 ( 5 ), 8076 - 8094 . Search in Google Scholar

[51] Valenta, M. and Sandner, P. (2017). ‘Comparison of ethereum, hyperledger fabric and corda.’ Frankfurt School Blockchain Center, 8, 1-8. Valenta M. Sandner P. ( 2017 ). ‘ Comparison of ethereum, hyperledger fabric and corda .’ Frankfurt School Blockchain Center , 8 , 1 - 8 . Search in Google Scholar

[52] Dinh, T. T. A., Liu, R., Zhang, M., Chen, G., Ooi, B. C., and Wang, J. (2018). ‘Untangling blockchain: A data processing view of blockchain systems.’ IEEE transactions on knowledge and data engineering, 30(7), 1366-1385. 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 . Search in Google Scholar

[53] Marzougui, F., Elleuch, M., and Kherallah, M. (2023). ‘IoT and Blockchain in Agriculture: Architecture and Research Issues,’ in Intelligent Systems Design and Applications: 23th International Conference on Intelligent Systems Design and Applications (ISDA), Springer Nature. Marzougui F. Elleuch M. Kherallah M. ( 2023 ). ‘ IoT and Blockchain in Agriculture: Architecture and Research Issues ,’ in Intelligent Systems Design and Applications: 23th International Conference on Intelligent Systems Design and Applications (ISDA) , Springer Nature . Search in Google Scholar