Blockchain for consortium: A practical paradigm in agricultural supply chain system

Abstract Trading aspect of agricultural supply chain system is sophisticated since it consists of many stages and involves various entities/agencies. Recently, blockchain technology could prove its effectiveness to solve some of the concerns in agricultural supply chain systems. Nevertheless, maximizing profit for producers (in our study farmers) is another important concern that can be addressed by consortium establishment which blockchain technology is the best solution for this purpose due to the following reasons. First, since all the nodes in the blockchain keep the verified and synchronized version of the chain, each node can verify the transactions’ transparency. Second, blockchain technology is temper-proof that means no one can change the history of the transactions. These two main features of blockchain technology can provide a suitable ground to construct a consortium among the producers. However, there are other specific requirements that a successful consortium in agricultural supply chain system should address them that motivate us to a new design of blockchain technology. More precisely, in our design we consider the problems of trustability, scalability, and share amount assignment. For trustability, we utilize cyber physical system to ensure the quantity and quality of the products. Scalability is being addressed by adopting the concept of public service platform and proposing a new consensus algorithm. And finally share amount assignment is being solved by our improved version of ant colony optimization algorithm. Experimental results and analysis prove the effectiveness and accuracy of our proposed design for blockchain technology.

[1]  Joseph Sarkis,et al.  Blockchain technology and its relationships to sustainable supply chain management , 2018, Int. J. Prod. Res..

[2]  Anne-Katrin Mahlein,et al.  Aiming at decision making in plant disease protection and phenotyping by the use of optical sensors , 2018, European Journal of Plant Pathology.

[3]  Wuxue Jiang,et al.  An Intelligent Supply Chain Information Collaboration Model Based on Internet of Things and Big Data , 2019, IEEE Access.

[4]  Angappa Gunasekaran,et al.  Modeling the blockchain enabled traceability in agriculture supply chain , 2020, Int. J. Inf. Manag..

[5]  A. Beulens,et al.  Supply Chain Design in the Food Industry , 2001 .

[6]  Dionissios Kalivas,et al.  Spatio-temporal monitoring of cotton cultivation using ground-based and airborne multispectral sensors in GIS environment , 2017, Environmental Monitoring and Assessment.

[7]  Athanasios V. Vasilakos,et al.  Big data analytics: a survey , 2015, Journal of Big Data.

[8]  Rupert Loader,et al.  Assessing transaction costs to describe supply chain relationships in agri‐food systems , 1997 .

[9]  Adrian-Tudor Panescu,et al.  Smart Contracts for Research Data Rights Management over the Ethereum Blockchain Network , 2018 .

[10]  Xiaolei Dong,et al.  Security and Privacy for Cloud-Based IoT: Challenges , 2017, IEEE Communications Magazine.

[11]  Philip C. Treleaven,et al.  Blockchain Technology in Finance , 2017, Computer.

[12]  Athanasios V. Vasilakos,et al.  Model-Driven Development Patterns for Mobile Services in Cloud of Things , 2018, IEEE Transactions on Cloud Computing.

[13]  Raj M. Desai,et al.  Trade, poverty, and social protection in developing countries , 2016 .

[14]  Houtian Ge,et al.  Agricultural supply chain optimization and complexity: A comparison of analytic vs simulated solutions and policies , 2015 .

[15]  A. K. Misra,et al.  Detection of plant leaf diseases using image segmentation and soft computing techniques , 2017 .

[16]  Sanjay Jharkharia,et al.  Agri‐fresh produce supply chain management: a state‐of‐the‐art literature review , 2013 .

[17]  Abdelhakim Hammoudi,et al.  Food safety standards and agri-food supply chains: an introductory overview , 2009 .

[18]  Suporn Pongnumkul,et al.  Performance Analysis of Private Blockchain Platforms in Varying Workloads , 2017, 2017 26th International Conference on Computer Communication and Networks (ICCCN).

[19]  Hyeon-Eui Kim,et al.  Blockchain distributed ledger technologies for biomedical and health care applications , 2017, J. Am. Medical Informatics Assoc..

[20]  Keke Gai,et al.  Permissioned Blockchain and Edge Computing Empowered Privacy-Preserving Smart Grid Networks , 2019, IEEE Internet of Things Journal.

[21]  Wendi Heinzelman,et al.  Energy-efficient communication protocol for wireless microsensor networks , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[22]  Manoj K. Shukla,et al.  Soil moisture sensor calibration, actual evapotranspiration, and crop coefficients for drip irrigated greenhouse chile peppers , 2017 .

[23]  Akash Sinha,et al.  Architecting user-centric internet of things for smart agriculture , 2019, Sustain. Comput. Informatics Syst..

[24]  Athanasios V. Vasilakos,et al.  A Novel Group Ownership Delegate Protocol for RFID Systems , 2019, Inf. Syst. Frontiers.

[25]  Jian Zhang,et al.  Applying blockchain technology to improve agri-food traceability: A review of development methods, benefits and challenges , 2020, Journal of Cleaner Production.

[26]  Inneke Van Nieuwenhuyse,et al.  Research on agricultural supply chain system with double chain architecture based on blockchain technology , 2018, Future Gener. Comput. Syst..

[27]  Mohamed Abdel-Basset,et al.  Internet of Things (IoT) and its impact on supply chain: A framework for building smart, secure and efficient systems , 2018, Future Gener. Comput. Syst..

[28]  Athanasios V. Vasilakos,et al.  Security of the Internet of Things: perspectives and challenges , 2014, Wireless Networks.

[29]  Zhenyu Wang,et al.  Big Data Driven Agricultural Products Supply Chain Management: A Trustworthy Scheduling Optimization Approach , 2018, IEEE Access.

[30]  Athanasios V. Vasilakos,et al.  An effective service-oriented networking management architecture for 5G-enabled internet of things , 2020, Comput. Networks.

[31]  Liming Zhu,et al.  Designing blockchain-based applications a case study for imported product traceability , 2019, Future Gener. Comput. Syst..

[32]  Athanasios V. Vasilakos,et al.  Private and Secure Tag Access for Large-Scale RFID Systems , 2016, IEEE Transactions on Dependable and Secure Computing.

[33]  Athanasios V. Vasilakos,et al.  BSeIn: A blockchain-based secure mutual authentication with fine-grained access control system for industry 4.0 , 2018, J. Netw. Comput. Appl..

[34]  Athanasios V. Vasilakos,et al.  A review of industrial wireless networks in the context of Industry 4.0 , 2015, Wireless Networks.

[35]  Mohammad S. Obaidat,et al.  A pairing-free certificateless digital multisignature scheme using elliptic curve cryptography , 2017, Int. J. Comput. Math..

[36]  Athanasios V. Vasilakos,et al.  The Quest for Privacy in the Internet of Things , 2016, IEEE Cloud Computing.

[37]  Aiqing Zhang,et al.  Towards Secure and Privacy-Preserving Data Sharing in e-Health Systems via Consortium Blockchain , 2018, Journal of Medical Systems.

[38]  Hari Om Harsh,et al.  Food quality traceability prototype for restaurants using blockchain and food quality data index , 2019 .

[39]  Jesus René Villalobos,et al.  Application of planning models in the agri-food supply chain: A review , 2009, Eur. J. Oper. Res..

[40]  Valeria Borodin,et al.  Handling uncertainty in agricultural supply chain management: A state of the art , 2016, Eur. J. Oper. Res..

[41]  Zhetao Li,et al.  Consortium Blockchain for Secure Energy Trading in Industrial Internet of Things , 2018, IEEE Transactions on Industrial Informatics.

[42]  Yongli Wang,et al.  Integrating Cyber Physical Social Systems with Agricultural Supply Chain Systems: A New Paradigm for Social Fairness , 2019, 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

[43]  Éva Tardos,et al.  Algorithm design , 2005 .

[44]  Athanasios V. Vasilakos,et al.  IoT-Based Big Data Storage Systems in Cloud Computing: Perspectives and Challenges , 2017, IEEE Internet of Things Journal.

[45]  Keke Gai,et al.  Privacy-Preserving Energy Trading Using Consortium Blockchain in Smart Grid , 2019, IEEE Transactions on Industrial Informatics.

[46]  Yong Shi,et al.  Public blockchain evaluation using entropy and TOPSIS , 2019, Expert Syst. Appl..