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Commercial system based on data analysis management

A commercial system and data analysis technology, applied in the field of data processing, can solve problems such as low efficiency and achieve the effect of improving efficiency and avoiding failures

Inactive Publication Date: 2020-01-21
餐道信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, the intelligent system can adopt a distributed architecture. However, in the distributed architecture, the system is split into multiple subsystems. A common request may need to be processed by multiple subsystems before it can be responded back, and each Each subsystem is clustered and deployed on N servers. If you manually search for log files on the server for log query, the efficiency will be very inefficient.

Method used

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  • Commercial system based on data analysis management
  • Commercial system based on data analysis management

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0024] A commercial system based on data analysis management, using the distributed service framework Dubbo, including a full link log module, using Candao Sleuth to mark links in the code, collecting logs through Flume, and sending them to the Kafka message queue for buffering , Logstash consumes logs from Kafka and inserts them into Elasticsearch for full-link log storage and query.

[0025] The invention can input keywords in the log background, easily query all relevant logs, and can check the entire link log according to the log ID, which greatly improves the efficiency and has better practicability.

Embodiment 2

[0027] This embodiment is optimized on the basis of embodiment 1, such as figure 2 As shown, the log flows to ELK for log storage, analysis and display, for maintenance personnel to search for useful information in real time in massive log data; The current operating status of the system, and monitoring and early warning processing; all logs are entered into the distributed file system HDFS, and the system performance of the previous day is regularly analyzed every morning, so as to make reference to the overall performance trend and performance optimization of the system.

[0028] Other parts of this embodiment are the same as those of Embodiment 1, so details are not repeated here.

Embodiment 3

[0030] This embodiment is optimized on the basis of Embodiment 1 or 2, and also includes a real-time early warning module, which performs real-time short message and email early warning according to configured rules through SparkStreaming real-time stream calculation. It also includes a performance analysis module, through Hadoop big data processing, regularly analyzes daily logs, and calculates the daily performance of the system.

[0031] Other parts of this embodiment are the same as those of Embodiment 1 or 2, so details are not repeated here.

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Abstract

The invention discloses a commercial system based on data analysis and management. A distributed service framework Dubbo is adopted. The system comprises a full-link log module. A link is marked in acode by using Candao Sleuth. Log collection is conducted through Flume, logs are sent to a Kafka message queue to be buffered, Logstash consumes the logs from Kafka and is inserted into Elasticsearch,and therefore full-link log storage and query are conducted. Keywords can be input in a log background, all related logs can be easily inquired, the whole link log can be checked according to the logID, efficiency is greatly improved, and good practicability is achieved.

Description

technical field [0001] The invention belongs to the technical field of data processing, and in particular relates to a commercial system based on data analysis and management. Background technique [0002] With the development of Internet technology, various industries have begun to introduce big data and Internet of Things technology in order to strive for more efficient business services for the public. For example, in the taxi industry, the traditional roadside waiting for a taxi to take a taxi has been converted to the current online car-hailing method. The traditional taxi-hailing method does not necessarily see that the taxi is empty in time. In the catering industry, it has begun to switch from traditional out-of-home ordering to the current online ordering. Traditional out-of-home ordering is generally concentrated at the time when everyone eats, which is relatively regular, and the business hours of stores are relatively concentrated, which is easy to be saturated w...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/18G06F16/182G06F16/172
CPCG06F16/172G06F16/1815G06F16/182
Inventor 李振宏林良谭绍炜
Owner 餐道信息科技有限公司