18577732. METHOD AND APPARATUS FOR DETERMINING A FIRST CAUSAL MAP simplified abstract (Telefonaktiebolaget LM Ericsson (publ))

METHOD AND APPARATUS FOR DETERMINING A FIRST CAUSAL MAP

Organization Name

Telefonaktiebolaget LM Ericsson (publ)

Inventor(s)

Surajit Mondal of Bangalore (IN)

Ayan Sen of Bangalore, Karnataka (IN)

Devansh Jain of Rohtak (IN)

Sayan Bose of Cossipore West Bengal (IN)

Shikha Singh of Gurgaon Haryana (IN)

Aruna Mani of New Delhi (IN)

METHOD AND APPARATUS FOR DETERMINING A FIRST CAUSAL MAP - A simplified explanation of the abstract

This abstract first appeared for US patent application 18577732 titled 'METHOD AND APPARATUS FOR DETERMINING A FIRST CAUSAL MAP

Simplified Explanation

The patent application describes a method and apparatus for determining the root cause of a primary event in a network environment by creating a causal map.

• Obtaining a dataset with features related to the network environment, including a primary feature representing the primary event.
• Testing the relationship between each feature and the primary feature.
• Identifying dependent relationships between features.
• Mapping pathways between root causes and the primary feature in the causal map.

Key Features and Innovation

• Method for root cause analysis in a network environment.
• Utilizes independence tests to determine relationships between features.
• Creates a causal map to visualize pathways to the root cause of a primary event.

Potential Applications

• Network troubleshooting and diagnostics.
• Incident response and management.
• Network optimization and performance enhancement.

Problems Solved

• Efficient identification of root causes in network events.
• Visualization of complex relationships in network environments.
• Streamlined root cause analysis process.

Benefits

• Faster resolution of network issues.
• Improved network performance.
• Enhanced incident response capabilities.

Commercial Applications

Network Management and Analysis Tool: This technology can be utilized by network management companies to offer advanced root cause analysis services to their clients, improving overall network performance and reliability.

Prior Art

Prior research in the field of network analysis and root cause determination may provide additional insights into similar methodologies and approaches used in the industry.

Frequently Updated Research

Stay updated on the latest advancements in network analysis and root cause analysis techniques to enhance the effectiveness of this technology.

Questions about Root Cause Analysis

1. What are the key benefits of using a causal map for root cause analysis in a network environment? 2. How does this method compare to traditional approaches to root cause analysis in network troubleshooting?

Original Abstract Submitted

Embodiments described herein relate to a method and an apparatus for determining a first causal map for the root cause analysis of a primary event in a network environment. A method, implemented in an apparatus, comprises obtaining () a first data set, wherein each entry in the first data set comprises values of a plurality of features representative of the network environment, wherein the plurality of features comprises a primary feature representative of the primary event; for each first feature in a first subset of the plurality of features, performing () an independence test on the first data set to determine a relationship between the first feature and the primary feature; for each first feature in the first subset for which the independence test indicates a dependent relationship to the primary feature, performing () the independence test on the first data set to determine a relationship between the first feature and each second feature in a second subset of the plurality of features; and based on results of the steps of performing the independence test, determining () one or more pathways in the first causal map between at least one root cause for the primary event and the primary feature.