International Journal of Interactive Mobile Technologies (iJIM) · 2023 · 16 citations · 8 references
ComputingAgricultural EngineeringComputer SystemsAgricultural AutomationCrop SensingInternet Of ThingsAgricultural Internet Of ThingsAgricultural TechnologyData IntegrationIot Data ManagementIot InteroperabilityMicroservices ArchitectureAgricultural SensorsData ProcessingFault Tolerance MechanismsIot Data IntegrationMicroservices DeploymentMicroservices SecurityScalable Data ManagementSecure Microservices Architecture
We propose a microservices-based framework for scalable data analysis in agriculture with IoT integration, leveraging the flexibility and modularity of microservices architecture to build a highly adaptable, maintainable, and efficient data analysis system. This framework allows for faster data processing and carry a diversity of agricultural data analysis tasks while maintaining scalability and fault tolerance. Despite the potential benefits, several challenges and obstacles need to be addressed, such as data integration and standardization, the development of agricultural-specific analytical microservices, and ensuring data security and privacy. Practical application and real-world validation are required to assess the impact of the proposed framework on the agricultural sector and inform future research directions.
8
Matei Zaharia, Reynold Xin, Patrick Wendell et al. · Communications of the ACM · 2016 · 2.3K citations
Internet of Things Platform for Smart Farming: Experiences and Lessons Learnt
Prem Prakash Jayaraman, Ali Yavari, Dimitrios Georgakopoulos et al. · Sensors · 2016 · 424 citations · Full text
Agriculture, Agronomy, Crop Sciences +16
Microservice Architecture in Reality: An Industrial Inquiry
He Zhang, Shanshan Li, Zijia Jia et al. · 2019 · 46 citations