Durability Index Scoring for Reliable Resource Access Control
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Solution Overview
Problem
Conventional resource provider systems struggle to accurately determine whether a requesting entity is legitimate and can reliably return accessed resources, leading to inappropriate resource access grants.
Innovation Solution
A durability assessment model is generated to rank entities based on resource availability and allocation scores, calculating combination scores and determining durability indices to assess an entity's ability to return resources, which is then used by an allocation computing system to make informed access control decisions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If conventional resource provider systems grant resource access based on simple authentication, then resource access speed is improved, but resource security and reliability deteriorate due to inability to accurately determine entity legitimacy
Solution Approach 1:
The system performs preliminary actions by generating durability assessment models and calculating durability indices for entities before resource access decisions are made. These pre-computed assessments of entity reliability, resource availability, and allocation patterns enable the resource provider to quickly verify entity legitimacy during actual access requests without performing complex real-time analysis, thus maintaining fast access speed while improving determination accuracy.
2Measurement precision
If durability assessment models with multiple scoring criteria are implemented, then resource access control accuracy is improved, but system complexity increases
Solution Approach 1:
The assessment model is segmented into distinct, independently calculable components: resource availability scores, resource allocation scores, and durability indices. Each component addresses a specific aspect of entity reliability and can be computed separately using defined formulas. This segmentation allows the complex assessment to be broken down into manageable parts that can be implemented and maintained more easily while still achieving high measurement precision through their combination.
Data Source
AI summary
A durability assessment system may receive a request, from a computing system, for a durability index describing an entity. The durability assessment system may determine the durability index based on information about the resource usage by the entity, such as a resource availability score or a resource allocation score. The durability assessment system may compare the obtained resource availability score and resource allocation score to ranges associated with a set of durability indices. Based on the comparison, the durability assessment system may determine a durability index for the entity. The durability index may indicate an ability of the entity to return accessed resources. In some cases, the durability assessment system may provide the durability index to an allocation computing system that is configured to determine whether to grant access to resources based on the durability index.