A big data-based IoT service quality monitoring platform and method

Abstract

The invention discloses a big data-based Internet of Things service quality monitoring platform and method. The monitoring platform includes a data acquisition unit, a data processing unit, a service quality monitoring unit, an abnormal early warning unit, and an abnormal positioning unit; the data processing unit is used to establish The two-level mapping relationship between KPI indicators and abnormal causes; the service quality monitoring unit is used to calculate the dynamic threshold value of the key KPI indicators of each cell and generate hourly granular industry number key KPI indicator reports; the abnormal early warning unit is used to The KPI indicator data in the KPI indicator report is compared with the dynamic threshold value corresponding to the monitoring period, and the abnormal user number is output; the abnormal location unit is used to locate the cause of the abnormal KPI indicator according to the confidence level of the mapping relationship; the present invention can realize business The real-time detection and positioning of quality problems supports the business department to grasp the business volume and activity of the IoT card in a timely manner, and detects and evaluates information security risks for timely and effective intervention.

Description

technical field [0001] The invention belongs to the field of communication technology, and more specifically relates to a platform and method for monitoring service quality of the Internet of Things based on big data. Background technique [0002] With the introduction of policies such as the "12th Five-Year Development Plan for the Internet of Things" and "Made in China 2025", the development of the Internet of Things has become a key direction for technological and industrial innovation at the national level. In recent years, major operators have successively set off a large-scale connection development strategy for the Internet of Everything, and the construction of the Internet of Things has entered a new era of wireless network development. However, with the rapid expansion of the connection scale and growth rate of industry applications, a series of problems have emerged in the development of wireless networks, which are highlighted in the following aspects: [0003] ...

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Problems solved by technology

[0005] Aiming at at least one defect or improvement requirement of the prior art, the present invention provides a big data-based Internet of Things service quality monitoring platform and method, the purpose of which is to solve the real-time detection of service quality problems that cannot be realized by existing Internet of Things monitoring methods and positioning, unable to grasp the business volume of IoT cards in a timely manner, and insufficient ability to assess information security risks of deployed IoT cards

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