Abstract
The application degree and application scope of 5G Internet of Things technology and big data analysis technology are becoming wider and wider, bringing opportunities for the development of traditional enterprises and providing technological innovation support for the development of new enterprises. Based on 5G Internet of Things technology and big data technology, this paper designs and studies an intelligent agricultural monitoring platform. We collect crop growth data and monitor crop growth status through this platform to study the 5G-oriented IoT big data analysis method system. This paper studies the data collection and storage issues involved in the huge agricultural IoT data environment. This article analyzes the specific sources of agricultural big data, the specific methods of data collection, and the methods of various database storage technologies. Combining wireless sensor network technology, large-source data processing technology, and distributed data storage technology, a method is proposed to solve the problem of rural Internet data collection and storage in the big data environment. This paper proposes a spatiotemporal block processing TSBPS to store the first detection data. The method uses spatiotemporal preblocking, data compression, and caching to significantly improve the recording speed of near real-time storage and microdetection data. In the experimental part of this article, experiments are carried out on the key parts of the IOT-HSQM system model that may limit storage or query performance. Experimental results show that this article compares TSBPS and direct writing methods. The maximum write speed increased by 79%, and the average write speed increased by 42%. The IOT-HSQM system model can meet the requirements of compiling and query performance and statistical analysis.
Highlights
From the emergence of 5G-oriented Internet of ings technology to today’s Internet of ings technology and big data analysis technology having entered almost every field of society, 5G-oriented Internet of ings technology is developing rapidly and will become more and more important in the future
The Internet of ings technology has affected the agricultural sector, leading to major changes in production methods in many sectors. e research on 5Goriented IoT big data analysis system is of great significance for China to strengthen the application of 5G-oriented IoT technology [1, 2]
Gill et al proposed a power big data analysis system based on electricity. e architecture combines the powerful functions of big data and emerging cloud computing technology and includes three key technologies, namely, multidimensional index based on distributed grid files, automatic SQL to Hive QL conversion tool and hybrid data storage model, and support data update operation [3, 4]
Summary
From the emergence of 5G-oriented Internet of ings technology to today’s Internet of ings technology and big data analysis technology having entered almost every field of society, 5G-oriented Internet of ings technology is developing rapidly and will become more and more important in the future. E architecture combines the powerful functions of big data and emerging cloud computing technology and includes three key technologies, namely, multidimensional index based on distributed grid files, automatic SQL to Hive QL conversion tool and hybrid data storage model, and support data update operation [3, 4]. Saxena et al proposed a new entity discovery model based on statistical big data analysis in the field of science and technology, which analyzes various function sets and calculates the integrated function value of related. Yang et al proposed a general statistical database cluster mechanism (IOT-StatisticDB) for big data analysis in the Internet of ings. According to the visual analysis method and system of microblog forwarding based on big data analysis technology, independent microblogs are associated to form the topological relationship of text [7]. Is article explores how big data affects the construction of an open IoT ecosystem, focusing on the importance of big data to the Internet of ings, an open IoT ecosystem framework with advanced communication and analysis technologies, and the integration of big data and the Internet of ings. e resulting new applications explored the big data technology framework in the Internet of ings
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