Device Entry Correlation Using Unique Keys
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Solution Overview
Problem
Conventional methods for correlating multiple device entries in a domain are inaccurate and inefficient, requiring manual confirmation and correction due to the representation of computational resources, leading to erroneous monitoring.
Innovation Solution
A method and system that utilize a correlation key with unique device properties to compare and correlate device entries across subdomains, using a processor and database to determine and selectively correlate devices based on matching properties, eliminating the need for manual verification.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If multiple plugins are installed on a single device to enable comprehensive monitoring, then the monitoring coverage is improved, but the device is represented as multiple device entries causing inaccurate representation of computational resources
Solution Approach 1:
The patent introduces a correlation key as an intermediary identifier that mediates between multiple plugins and the single device. Each plugin generates a correlation key that uniquely identifies the device, allowing the server to correlate multiple device entries from different plugins to a single physical device, thus maintaining accurate device representation while enabling comprehensive monitoring coverage
2Extent of automation
If probabilistic algorithms are used to correlate device entries, then automation is improved, but accuracy deteriorates requiring manual confirmation and correction
Solution Approach 1:
The patent implements a self-service mechanism where the correlation key embedded in device metadata enables automatic and accurate correlation of device entries without requiring manual confirmation. The system uses deterministic matching based on unique correlation keys rather than probabilistic scoring, allowing fully automated accurate correlation that eliminates the need for manual intervention while maintaining high precision
3Extent of automation
If conventional correlation techniques are used, then device monitoring is automated, but efficiency deteriorates due to need for manual tuning and subsequent correction
Solution Approach 1:
The patent applies preliminary action by embedding the correlation key in device metadata during the initial device registration phase. This pre-established unique identifier enables immediate and accurate correlation without requiring subsequent manual tuning or correction operations, thereby improving correlation efficiency while maintaining full automation of the monitoring process
Data Source
AI summary
Method and system for correlating multiple device entries within a domain is disclosed. The method may include receiving a first correlation key comprising a set of device properties associated with a first device from a first plugin. The method may further include comparing the first correlation key with each of a plurality of second correlation keys stored in a device database. The method may further include determining whether a second correlation key from the plurality of second correlation keys in the device database corresponds to the first device, based on the comparing. The method may further include selectively correlating the first device with a second device from the plurality of second devices mapped to the second correlation key in the device database, based on the determining.