Configuration-Driven Application Graphs for Cloud Dependency Mapping

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Solution Overview

Problem

As cloud-based systems become more complex, managing communication and deployment configurations becomes unmanageable, leading to discrepancies and misunderstandings due to multiple sources of documentation, which can cause critical errors.

Innovation Solution

A system and method for automatically tracking elements and generating customizable graphs that capture dependencies and message flows by processing configuration files, extracting element data, and incorporating implicit data to visualize the cloud environment, allowing users to modify and compare application versions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Loss of information

If multiple sources of documentation are used to track system communication, then comprehensive information coverage is improved, but discrepancies and misunderstandings increase

Engineering Contradiction:
Improveinformation coverageVSAvoidinformation accuracy
Core Design Contradiction:
Loss of informationVSReliability

Solution Approach 1:

The patent merges multiple documentation sources (configuration files, diagrams, implicit environment data) into a single unified graph representation. This consolidation eliminates discrepancies between separate sources while preserving comprehensive information coverage, as the graph synthesizes all communication pathways into one authoritative model.

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The graph data structure serves multiple functions simultaneously: it tracks explicit configuration data, incorporates implicit environment information, visualizes communication flows, and provides a single source of truth for system documentation. This multi-functionality resolves the contradiction by making one universal artifact replace multiple specialized documentation sources.

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Ease of operation

If manual processes are used for deployment, then flexibility and control are improved, but error-proneness and unmanageability increase

Engineering Contradiction:
Improvedeployment controlVSAvoiddeployment accuracy
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The system enables self-service deployment by automatically generating the graph from configuration files and environment data without manual intervention. This automation maintains flexibility and control through configurable parameters while eliminating human errors, resolving the contradiction between manual control and deployment accuracy.

Inventive Principle:
Principle #25Self-service

3Adaptability or versatility

If the number of system components grows, then system capability and functionality are improved, but communication complexity increases

Engineering Contradiction:
Improvesystem capabilityVSAvoidcommunication complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent transforms the complex multi-dimensional communication relationships between numerous components into a simplified graph visualization that presents information in a more manageable dimension. The graph abstracts the complexity of many-to-many component interactions into clear visual pathways, maintaining system capability while reducing perceived communication complexity.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

4Ease of operation

If separate diagrams are created to document communication flows, then visual understanding is improved, but maintenance burden and documentation discrepancies increase

Engineering Contradiction:
Improvevisual understandingVSAvoiddocumentation maintenance
Core Design Contradiction:
Ease of operationVSDevice complexity

Solution Approach 1:

The patent combines the functionality of separate communication diagrams with configuration documentation into a single graph generated automatically from configuration files. This eliminates the need to maintain separate diagrams, reducing maintenance burden while preserving visual understanding, as the graph serves both as documentation and as an accurate visual representation of communication flows.

Inventive Principle:
Principle #5Merging (Combining)

Data Source

PatentUS12536014B2Systems and methods for rendering graphs of applications using configuration files
Publication Date: 2026.01.27 CHANGE HEALTHCARE HOLDINGS LLC
  • US12536014B2 patent drawing
  • US12536014B2 patent drawing
  • US12536014B2 patent drawing

AI summary

A system for automatically tracking elements associated with a software application and for generating customizable graphs that capture the dependencies and message flows among the elements is provided. For a software application deployed in a cloud environment, configuration files used to deploy the elements of the software application are processed to extract information such as the name of each element and the names of messages used or produced by each element. This extracted data is combined with implicit data about the cloud environment such as data about elements used in the environment but that are not deployed using configuration files. Graph data is generated from the combined data that includes an object for each element and edges that represent message flows or dependencies between the elements. The graph data is used to render and display a graph of the software application.