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Intelligent baseline determination and alarm method for system data of ubiquitous power Internet of Things

A technology of electric power Internet of Things and system data, applied in the direction of transmission system, digital transmission system, data exchange network, etc., can solve the problems of unclear integration status, complex integration relationship, and difficult to locate faults, etc.

Active Publication Date: 2020-04-17
STATE GRID SHANXI ELECTRIC POWER +2
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the large number of systems, complex correlations between systems, unclear interface status and unclear integration status, traditional operation and maintenance systems are often unable to do what they want; at the same time, due to the complex integration relationship between systems, data is transmitted between multiple systems, and it is difficult to Quickly locate which interface of the specific type is faulty, which makes it difficult to locate the fault and imposes a burden on the operation and maintenance personnel to troubleshoot
These factors have caused the past Internet operation and maintenance experience to fail to meet today's needs, and proprietary methods and technologies must be designed for the current enterprise architecture
[0003] Some existing alarm information optimization methods often use the traditional Apriori algorithm, which cannot intelligently process increasingly complex transmission links and continuously expanding system architectures, which is obviously not applicable to large enterprises

Method used

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  • Intelligent baseline determination and alarm method for system data of ubiquitous power Internet of Things
  • Intelligent baseline determination and alarm method for system data of ubiquitous power Internet of Things
  • Intelligent baseline determination and alarm method for system data of ubiquitous power Internet of Things

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Embodiment Construction

[0084] In this embodiment, the ubiquitous power Internet of Things system data includes system resource logs of n devices, which is recorded as D={D 1 ,D 2 ,...,D i ,...,D n}, assuming that the existing national ubiquitous power Internet of Things system data on January 11, 2019, contains system resource logs of n devices, for example, devices include {switches, application servers, database servers, load balancing...}, where D i Indicates the system resource log of the i-th device, 1≤i≤n; the system resource log D of the i-th device i Consists of m entries, denoted as in, Indicates the system resource log D of the i-th device i The kth entry of , that is, there are m entries in the system resource log of each device, and the format of each entry is similar to: (2019-1-1110:24:03, server, 192.134.123.1, 1MB / S, 2MB / S, 35%, 40%, 50%), respectively corresponding to attributes {time, device type, device ip, ingress traffic, egress traffic, cpu usage, hard disk usage, memo...

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Abstract

The invention discloses a data intelligent baseline determination and alarm method for the system data of a ubiquitous power Internet of Things, and the method comprises the following steps: 1, determining intelligent baselines, including a page view baseline, a time baseline and an error rate baseline; 2, constructing an isolated forest; 3, giving intelligent alarms, including alarm based on an intelligent baseline and alarm based on an isolated forest algorithm. According to the invention, the system data of the ubiquitous power Internet of Things can be efficiently processed, the system hasaccurate prediction capability for faults, and meanwhile, operation and maintenance personnel can detect and repair the faults in time in combination with an intelligent alarm pushing strategy, so the stability of the system is greatly improved.

Description

technical field [0001] The invention belongs to the field of operation and maintenance system optimization, in particular to an intelligent baseline determination and alarm method for ubiquitous electric power Internet of Things system data. Background technique [0002] Currently, in the era of data explosion, different companies have their own operation and maintenance systems. These operation and maintenance systems are responsible for maintaining and ensuring the high availability of the entire service. At the same time, the system architecture is continuously optimized to improve deployment efficiency, resource utilization and overall ROI. . Due to the large number of systems, complex correlations between systems, unclear interface status and unclear integration status, traditional operation and maintenance systems are often unable to do what they want; at the same time, due to the complex integration relationship between systems, data is transmitted between multiple sy...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L29/08
CPCH04L41/0681H04L41/069H04L67/55
Inventor 张栋安毅禹宁段敬竹瑞博万雪枫刘海涛牛娜娜李昂程周育窦国贤陆宏波
Owner STATE GRID SHANXI ELECTRIC POWER
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