ARM architecture-based big data acquisition and analysis platform
An ARM architecture, big data technology, applied in instruments, computer control, simulators, etc., can solve the problems of difficult data rapid real-time analysis, small storage capacity, etc., to achieve high data access, high throughput, and huge storage capacity. Effect
Inactive Publication Date: 2017-02-01
南京中新赛克科技有限责任公司
View PDF12 Cites 3 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
A large amount of data is generated every day. These data are always discretely stored in different places, and the storage capacity is small. On the other hand, it is difficult to perform fast real-time analysis on the real-time collected data.
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0013] Such as figure 1 As shown, the big data acquisition and analysis platform based on the ARM architecture of this embodiment includes an STM hardware platform, middleware, a stream computing analysis module, a cloud big data platform, and a data view display module.
[0014] STM hardware platform: The STM hardware platform is a data acquisition hardware platform based on the STM32 chip of the ARM V7 architecture, which is used to slave the node controller through peripheral protocol interfaces (including SPI, IIC, USB, 485, CAN, ADC and RS232 interfaces) Real-time data collection is carried out, and the collected data is analyzed and sent through the DM9000a network port.
[0015] Middleware: Due to the different data transmission rates of various hardware devices and peripheral interfaces, the speed of data collection and data processing may not be synchronized. Therefore, a middleware is added as a buffer, and Kafka of Apache is selected as the middleware. Each STM hard...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention discloses an ARM architecture-based big data acquisition and analysis platform. The platform includes an STM hardware platform, middleware, a stream-oriented computation and analysis module, a cloud big data platform and a data view display module; the STM hardware platform is used for performing real-time data acquisition on a node controller through a peripheral protocol interface, analyzing acquired data and sending analyzed data through a network port; the middleware is used for buffering the data of the STM hardware platform to achieve data synchronization in stream-oriented computation; the stream-oriented computation and analysis module is used for analyzing the data transmitted by the middleware in real time by using a stream-oriented computing mode; the cloud big data platform is used for storing data obtained by the stream-oriented computation and analysis module; and the data view display module is used for displaying analysis results through querying the cloud big data platform and by means of web services or mobile terminal applications. With the ARM architecture-based big data acquisition and analysis platform of the invention adopted, high-volume data can be acquired in real time, analyzed fast in real time, and are stored in a centralized manner.
Description
technical field [0001] The invention relates to a data collection and analysis platform, in particular to a big data collection and analysis platform based on an ARM architecture. Background technique [0002] Currently, the Internet of Things is the next big internet revolution where devices and machines of all shapes and sizes are connecting to the internet, to each other and to humans. Based on the annual shipment of more than 10 billion microcontrollers, all of which can be connected via the Internet, a large number of smart devices have emerged, ranging from motion sensors, smart homes, device monitoring and environmental monitoring. A large amount of data is generated every day. These data are always discretely stored in different places, and the storage capacity is small. On the other hand, it is difficult to perform fast real-time analysis on the real-time collected data. Contents of the invention [0003] Purpose of the invention: The present invention aims at th...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More IPC IPC(8): G05B19/042
Inventor 金路鹿林秦定宇
Owner 南京中新赛克科技有限责任公司