Network Resource Indicator Calculation Using Association Trees
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Solution Overview
Problem
Current methods for calculating network performance indicators are inefficient, as they require significant workload and resource consumption in intermediate layers, leading to slow calculation speeds and unnecessary intermediate indicators.
Innovation Solution
A method that uses association relationship tree information to determine a second resource associated with a first resource, allowing for rapid and accurate calculation of network performance indicators by reducing intermediate-layer workload and waste through direct and indirect association relationships.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If network performance indicators are calculated by converging bottom-layer inputs layer by layer through intermediate layers, then comprehensive network performance metrics can be obtained, but workload of intermediate layers increases and calculation speed decreases
Solution Approach 1:
The patent pre-calculates and stores indicator formulas for all resource layers in advance, including the identification of direct and indirect association relationships. When a network performance indicator needs to be calculated, the system directly retrieves and applies the pre-prepared formulas without performing layer-by-layer convergence calculations during runtime, thereby significantly improving calculation speed while maintaining accuracy
2Measurement precision
If network performance indicators are calculated by converging bottom-layer inputs layer by layer through intermediate layers, then comprehensive network performance metrics can be obtained, but memory resources of intermediate layers are consumed
Solution Approach 1:
The patent extracts and stores only the essential indicator formulas and association relationship information into a pre-configured data structure. Instead of maintaining complex intermediate calculation results and data structures in memory during runtime, the system extracts only the necessary formula definitions and relationship mappings, storing them in a compact format that minimizes memory consumption while preserving the ability to calculate accurate network performance indicators
3Productivity
If direct and indirect association relationships between resources are established, then workload of intermediate layers is reduced, but complexity of the indicator calculation system increases
Solution Approach 1:
The system pre-establishes the complex association relationships between resources and pre-defines all indicator formulas during system initialization. The pre-processing phase identifies direct and indirect relationships, constructs the indicator formula data structure, and stores it for efficient retrieval. This preliminary action transfers complexity from runtime operations to initialization, reducing workload during actual performance indicator calculations
Data Source
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AI summary
This application discloses a method and an apparatus for determining a resource indicator, so that according to a specified resource, another resource associated with the resource can be determined, thereby rapidly determining an indicator of the resource. The method includes: obtaining, by a server, association relationship tree information, where the association relationship tree information is used to indicate association relationships between multiple resources, the multiple resources include resources located at at least three resource layers, the association relationships include a direct association relationship and an indirect association relationship, two resources having the direct association relationship are separately located at two adjacent resource layers, and two resources having the indirect association relationship are separately located at resource layers spaced by at least one resource layer; determining, by the server according to the association relationship tree information, a second resource having the indirect association relationship with a first resource, where the second resource is used to determine an indicator of the first resource; and determining, by the server, the indicator of the first resource according to the second resource.