Dynamic Computing Resource Set Assembly for Unified Access Control
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Solution Overview
Problem
Existing systems require separate access and enrollment processes for various products and services, leading to duplication of hardware and software, computational inefficiency, increased development time and cost, data desynchronization, and inconsistent user experience.
Innovation Solution
A system for dynamic computing resource set generation and access control, which includes a processor and memory configured to manage access privileges for a selected computing resource set, allowing for automated resource access management, registration interfaces, and dynamic assembly of computing resource sets using machine learning models.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If separate access and enrollment processes are used for each product and service, then each product and service can be independently managed, but hardware and software duplication occurs, computational efficiency decreases, and development time and cost increase
Solution Approach 1:
The patent merges multiple separate access and enrollment processes into a single unified system. The dynamic resource assembly system consolidates access management for multiple products and services, eliminating the need for separate hardware and software components for each product. This combining approach reduces duplication while maintaining the ability to manage different products independently through virtualized resource allocation.
Solution Approach 2:
The system implements a universal access management platform that serves multiple products and services through a single interface. The dynamic resource assembly system can allocate and manage computing resources across different products using the same underlying infrastructure, enabling one system to perform multiple functions that previously required separate dedicated systems.
2Adaptability or versatility
If separate access and enrollment processes are used for each product and service, then each product can be independently configured, but computational efficiency decreases and data desynchronization occurs
Solution Approach 1:
The system implements real-time feedback mechanisms that monitor and synchronize data across all products and services. When changes occur in one product, the system automatically propagates updates through the unified access management platform, ensuring data consistency. This feedback loop eliminates desynchronization while maintaining independent configuration capabilities through controlled data flow management.
Solution Approach 2:
The dynamic resource assembly system performs preliminary resource allocation and configuration setup before actual product access is needed. By pre-assembling computing resources and pre-configuring access parameters, the system eliminates redundant computational operations during actual product usage, significantly improving computational efficiency while maintaining flexible product-specific configurations.
3Reliability
If separate access and enrollment processes are used for each product and service, then each product has dedicated infrastructure, but development time and cost increase
Solution Approach 1:
The system segments product-specific functionality into virtualized resource allocations rather than physical dedicated infrastructure. Each product can be configured with specific computing resources and access parameters through the unified platform, maintaining product isolation and reliability while sharing underlying infrastructure. This segmentation approach reduces development time by eliminating the need to build separate physical infrastructure for each product.
Solution Approach 2:
The system implements a resource recycling mechanism where computing resources allocated to products are dynamically reallocated when products are deactivated or scaled down. Instead of maintaining permanent dedicated infrastructure, the system recovers and reuses resources for other products, reducing overall infrastructure requirements and development costs while maintaining the appearance of dedicated resources through virtualization.
4Ease of operation
If separate access and enrollment processes are used for each product and service, then product-specific access control is simplified, but user experience becomes inconsistent and data errors increase
Solution Approach 1:
The unified access management system acts as an intermediary layer between users and individual product systems. It translates product-specific access requirements into standardized access control operations, maintaining product-specific functionality while ensuring consistent data handling. This intermediary layer synchronizes data across products and prevents errors by centralizing data management operations.
Data Source
AI summary
Various embodiments are directed to apparatuses, methods, computer program products, computer readable media, and systems related to dynamic computing resource set generation and access control. In some embodiments, a system may be configured for automated resource access management associated with a selected computing resource set of a plurality of computing resource sets. The system may be configured to receive a resource access request associated with the selected computing resource set; store, at a database associated with a dynamic resource assembly system, access privilege data associated with the plurality of constituent computing resources of the selected resource set and the first account; and transmit the access privilege data to one or more of the plurality of constituent computing resources of the selected resource set, the access privilege data configured to cause association of the first account with the one or more of the plurality of constituent computing resources.