基于微服务的农业可扩展数据分析框架与物联网集成

Othmane Aitlmoudden, Mohamed Housni, Nisrine Safeh, Abdelwahed Namir
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引用次数: 0

摘要

我们提出了一个基于微服务的框架,用于农业物联网集成的可扩展数据分析,利用微服务架构的灵活性和模块化来构建一个高适应性、可维护和高效的数据分析系统。该框架允许更快的数据处理和承载多样化的农业数据分析任务,同时保持可伸缩性和容错性。尽管有潜在的好处,但仍有一些挑战和障碍需要解决,例如数据集成和标准化,农业专用分析微服务的开发,以及确保数据安全和隐私。需要实际应用和真实世界的验证来评估拟议框架对农业部门的影响,并为未来的研究方向提供信息。
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A Microservices-based Framework for Scalable Data Analysis in Agriculture with IoT Integration
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.
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来源期刊
International Journal of Interactive Mobile Technologies
International Journal of Interactive Mobile Technologies Computer Science-Computer Networks and Communications
CiteScore
5.20
自引率
0.00%
发文量
250
审稿时长
8 weeks
期刊介绍: This interdisciplinary journal focuses on the exchange of relevant trends and research results and presents practical experiences gained while developing and testing elements of interactive mobile technologies. It bridges the gap between pure academic research journals and more practical publications. So it covers the full range from research, application development to experience reports and product descriptions. Fields of interest include, but are not limited to: -Future trends in m-technologies- Architectures and infrastructures for ubiquitous mobile systems- Services for mobile networks- Industrial Applications- Mobile Computing- Adaptive and Adaptable environments using mobile devices- Mobile Web and video Conferencing- M-learning applications- M-learning standards- Life-long m-learning- Mobile technology support for educator and student- Remote and virtual laboratories- Mobile measurement technologies- Multimedia and virtual environments- Wireless and Ad-hoc Networks- Smart Agent Technologies- Social Impact of Current and Next-generation Mobile Technologies- Facilitation of Mobile Learning- Cost-effectiveness- Real world experiences- Pilot projects, products and applications
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