Intelligent positioning system of faults and hidden dangers of mobile network

An intelligent positioning and mobile network technology, applied in transmission systems, digital transmission systems, data exchange networks, etc.

Active Publication Date: 2016-06-29
GUANGZHOU HENGHAO DATA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

With the continuous development and expansion of the network, the addition of new network communication technologies will inevitably bring new challenges to the system

Method used

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  • Intelligent positioning system of faults and hidden dangers of mobile network
  • Intelligent positioning system of faults and hidden dangers of mobile network
  • Intelligent positioning system of faults and hidden dangers of mobile network

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Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0017] 1. Adopt real-time computing framework and message queue

[0018] The method of batch processing is to collect a large amount of data first, and then concentrate on processing. The practice of real-time computing (also known as stream processing) is to continuously receive messages (messages are generated by events), and each message will be processed immediately after it is received. The advantage of this approach is that data can be processed in a timely manner. The difference between batch processing and streaming processing is similar to the relationship between escalators and elevators. A "message" is a unit of data in a data transfer. A "message queue" is a container that holds messages during their transmission. A message queue manager acts as a middleman in relaying a message from its source to its destination.

[0019] Real-time computing systems often use message queues as a means of receiving source data, and a large number of message queues are also used...

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PUM

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Abstract

The invention provides an intelligent positioning system of faults and hidden dangers of a mobile network. The objective of the invention is to achieve a fully-automatic operator network fault positioning function by use of the technology of big data real-time processing and machine learning. Processing schedules and judging rules are configured and defined via a visualization interface, and experience of maintainers are solidified in the system. Thus, while flexibility of the system is improved, the system is provided with basic judgment intelligence. Via the machine learning, the system has active learning and automatic upgrading functions. Via real-time calculation, the system has second-level or minute-level rapid and precise response ability.

Description

【Technical field】 [0001] Mobile communication software development artificial intelligence machine learning big data processing technology. 【Background technique】 [0002] In recent years, with the rapid development of mobile Internet mobile phone users, the 2 / 3 / 4G network scale and business volume have expanded rapidly. Since mobile phone users often surf the Internet anytime and anywhere, and the traffic charges are relatively high, mobile phone users are more expensive than fixed Broadband users are more sensitive to network quality, and mobile phone users' complaints are more timely and intense when the network fails. This undoubtedly puts forward higher guarantee requirements for the quality of network services provided by mobile operators. [0003] However, the rapid development of the network scale will inevitably lead to continuous network adjustment and engineering, a surge in the number of network devices, and a more complex network structure. It is not an easy tas...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04W24/04
CPCH04L41/0677H04W24/04
Inventor 蔡群陈琛
Owner GUANGZHOU HENGHAO DATA TECH CO LTD
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