Centralized Cloud Resource Metadata Management for Cross-Service Reporting
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Solution Overview
Problem
Existing cloud-based platforms face computational inefficiencies and redundancy in managing cross-service data due to the need for individual data collection from multiple cloud services, leading to significant computational overhead and complex report generation processes.
Innovation Solution
A centralized management system for cross-service data is implemented, where a single metadata request is made to a central database, reducing redundant metadata management systems and integrating resource usage tracking through a holistic approach.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If individual data collection from multiple cloud services is performed, then comprehensive cross-service data is obtained, but computational overhead and system complexity increase significantly
Solution Approach 1:
The patent merges multiple service-specific metadata management systems into a single centralized metadata service. This centralization consolidates the data collection infrastructure, eliminating redundant systems while maintaining comprehensive cross-service data collection capabilities. The unified service aggregates metadata from multiple cloud services through a single coordinated interface, reducing overall system complexity.
Solution Approach 2:
The centralized metadata service performs multiple functions: it collects metadata from diverse cloud services, standardizes different metadata formats, aggregates cross-service data, and provides unified access interfaces. This multi-functional approach replaces multiple specialized data collection systems, reducing computational overhead while maintaining comprehensive data gathering capabilities.
2Loss of information
If service-specific data aggregation is performed for each cloud service, then complete resource metadata is collected, but computational expense and processing time increase
Solution Approach 1:
The centralized metadata service performs preliminary standardization and normalization of metadata formats from multiple cloud services before aggregation. By pre-processing and uniforming data structures in advance, the system eliminates redundant processing steps during report generation, significantly improving data collection efficiency while ensuring complete resource metadata is captured.
Solution Approach 2:
The patent introduces a centralized metadata service as an intermediary between multiple cloud services and the data aggregation process. This intermediary service receives, standardizes, and pre-aggregates metadata from various sources, then provides unified access to reporting systems. This mediation layer eliminates the need for direct multi-service coordination, reducing computational expense and processing time.
3Adaptability or versatility
If multiple redundant data collection systems are maintained for different cloud services, then service-specific data requirements are met, but system redundancy and overhead increase
Solution Approach 1:
The centralized metadata service provides universal support for multiple cloud services through a single system. It maintains adaptability to service-specific data requirements by implementing flexible data collection interfaces and standardized processing pipelines that can handle diverse metadata formats from different cloud services, eliminating the need for separate redundant systems.
Solution Approach 2:
The patent combines multiple service-specific data collection systems into a single centralized metadata service that handles all cloud services. This merging maintains the ability to adapt to different service requirements through configurable interfaces while eliminating the computational overhead associated with running multiple separate data collection infrastructures.
Data Source
AI summary
Techniques for managing network-accessible infrastructure metadata are provided. A method includes receiving a resource request comprising resource metadata corresponding to a network-accessible infrastructure resource, determining whether to commit the resource request based at least in part on a constraint associated with the network-accessible infrastructure resource, and, in accordance with a determination to commit the resource request: generating, by the computer system, a resource identifier describing resource metadata in accordance with the resource request, storing, by the computer system, the resource metadata in a data store in communication with the computer system, receiving, by the computer system, a data request to provide the resource metadata described by the resource identifier, and providing, by the computer system, the resource metadata described by the resource identifier in accordance with the data request.