Filling method and device thereof for performance data

A performance and data technology, applied in the field of network management, can solve problems such as low efficiency and inability to fill data accuracy, and achieve the effect of ensuring accuracy, realizing scientificity, and improving filling efficiency

Active Publication Date: 2011-04-20
BEIJING BOCO COMM TECH +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is to provide a filling method of performance data, which solves the current dilemma of not being able to fill data and the problems of poor accuracy and low efficiency in the past performance data filling methods

Method used

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  • Filling method and device thereof for performance data
  • Filling method and device thereof for performance data
  • Filling method and device thereof for performance data

Examples

Experimental program
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Embodiment 1

[0035] Such as figure 1 As shown, the present invention provides the first embodiment of the filling method of network management system performance data, including the following steps:

[0036] Step 110, acquiring historical performance data record sequence;

[0037] For example, a sequence of historical performance data records of a relatively recent period of time (such as the previous month or previous two months) at the missing performance data point is obtained.

[0038] The existing network management system has a data acquisition system, which completes the collection of performance data sequences for a certain period of time, and stores each performance data record in the two-dimensional data table of the performance database by row. Each row stores a data record, and each data record Consists of multiple performance indicator fields. Each column in the table corresponds to a performance indicator field.

[0039] This step reads the performance data record and each...

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Abstract

The invention provides a filing method and a device thereof for performance data, and the method comprises the following steps: getting a sequence of historical performance data records; detecting the internal association among different data items with specific relationship according to the sequence of the historical performance data records; establishing a regression model for mutual fitting for the associated data items with the internal association; and using the corresponding regression model to calculate estimation values of the data items in deletion according to the known values of the associated data items if the deletion of the data items occurs in the performance data records and filling the estimation values to the performance data records in deletion. The modeling method based on mathematical statistics and data mining technology is firstly applied in filling of the performance data in a network management system, thereby realizing scientification, intelligentization and automation of the filling method, not only effectively ensuring the accuracy of data filling, but also greatly improving the filling efficiency of the batch data in deletion.

Description

technical field [0001] The invention relates to the field of network management, in particular to a performance data filling method and a device thereof. Background technique [0002] In the network management system, the lack of original data of network elements in the collection process is a common problem, which will increase the complexity of application-oriented statistics and analysis tasks, cause bias in statistical results, and reduce the accuracy of data statistics and analysis. In the performance management of the network management system, the original performance data collected from network elements or EMS or OMC is the basis for the realization of many user application management functions. However, because of the network transmission, or even the source of the collected OMC or network element data itself, the collected performance data is often missing and missing, especially when there are differences in the integrity of the performance data, using conventiona...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24G06F17/30
Inventor 于艳华宋俊德王海清解新民杨金莲周政红吴京川
Owner BEIJING BOCO COMM TECH
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