Data reporting method and related equipment

Abstract

The embodiment of the invention discloses a data reporting method and related equipment. The method can be used in the field of network monitoring. The method comprises the following steps: after network equipment (or network management equipment) obtains a sampling data set, training each model in a model set by using a part of sampling data in the sampling data set to obtain a value of a parameter included in each model; employing the other part of the sampling data in the sampling data set for verifying each model to obtain the model (namely the first model) with the minimum deviation corresponding to the model; enabling the network management equipment to predict the trend condition of the real monitoring data on the network equipment only through the first model and the values of the parameters included in the first model; enabling the network equipment to only report the identifier of the first model and the value of the parameter corresponding to the first model, so the data reporting amount of the network equipment is effectively reduced, the bandwidth pressure is reduced, and the data return bandwidth is saved.

Description

technical field

[0001] The present application relates to the field of network monitoring, in particular to a data reporting method and related equipment. Background technique

[0002] Network monitoring refers to the monitoring and control of network devices (such as computers, mobile phones, etc.) Traditional network monitoring methods mainly include the deficiencies in the following aspects: 1) network management equipment obtains monitoring data of network equipment through pull mode, so that a large number of network equipment cannot be monitored at the same time, which limits network growth; 2) acquisition of monitoring data The accuracy is at the minute level. To improve the accuracy, we can only increase the query frequency of the network equipment, but this will lead to a high utilization rate of the central processing unit (CPU) of the network equipment and affect the normal operation of the network equipment; 3) Due to the existence of network transmission delay,...

Examples

Embodiment Construction

[0042] The embodiment of the present application provides a data reporting method and related equipment, which are used for the first equipment (such as, one of the network management equipment and the network equipment) and the second equipment (such as, the other of the network management equipment and the network equipment) The model and the values ​​of the parameters included in the model are only determined by interacting with the sampled data sets within the preset period, and finally the trend of monitoring data on real network devices can be predicted directly through the model and the values ​​of the parameters included in the model status, thereby effectively reducing the amount of data reporting and reducing bandwidth pressure.

[0043] Embodiments of the present application are described below in conjunction with the accompanying drawings. Those of ordinary skill in the art know that, with the development of technology and the emergence of new scenarios, the techni...

technical field

[0001] The present application relates to the field of network monitoring, in particular to a data reporting method and related equipment. Background technique

[0002] Network monitoring refers to the monitoring and control of network devices (such as computers, mobile phones, etc.) Traditional network monitoring methods mainly include the deficiencies in the following aspects: 1) network management equipment obtains monitoring data of network equipment through pull mode, so that a large number of network equipment cannot be monitored at the same time, which limits network growth; 2) acquisition of monitoring data The accuracy is at the minute level. To improve the accuracy, we can only increase the query frequency of the network equipment, but this will lead to a high utilization rate of the central processing unit (CPU) of the network equipment and affect the normal operation of the network equipment; 3) Due to the existence of network transmission delay,...

Examples

Embodiment Construction

[0042] The embodiment of the present application provides a data reporting method and related equipment, which are used for the first equipment (such as, one of the network management equipment and the network equipment) and the second equipment (such as, the other of the network management equipment and the network equipment) The model and the values ​​of the parameters included in the model are only determined by interacting with the sampled data sets within the preset period, and finally the trend of monitoring data on real network devices can be predicted directly through the model and the values ​​of the parameters included in the model status, thereby effectively reducing the amount of data reporting and reducing bandwidth pressure.

[0043] Embodiments of the present application are described below in conjunction with the accompanying drawings. Those of ordinary skill in the art know that, with the development of technology and the emergence of new scenarios, the techni...

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