Interdomain Network Analytics for Closed-Loop Resource Coordination

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Solution Overview

Problem

Communication networks face challenges in managing transient scenarios and resource allocation across different network domains, with limited visibility and scalability, especially in multi-generational mobility architectures, requiring rapid remedies that standard bodies and vendors cannot provide.

Innovation Solution

A system and method for interdomain communications analytics automation that monitors and analyzes activities across multiple domains, including core, access, and transport domains, to identify actions and issue commands for efficient resource management and security, using network data analytics functions and interdomain communications analytics automation functions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If monitoring capabilities are separated across different network domains and mobility architecture generations, then each domain can be managed independently, but network visibility is limited and interdomain coordination becomes difficult

Engineering Contradiction:
Improvedomain management structureVSAvoidnetwork visibility
Core Design Contradiction:
Device complexityVSLoss of information

Solution Approach 1:

The patent merges monitoring capabilities across multiple network domains (core, access, transport, security) and mobility architecture generations (3G, 4G, 5G) into a unified monitoring system. This allows the system to collect and analyze data from all domains simultaneously, achieving comprehensive network visibility while maintaining the independence of individual domain management through standardized data collection interfaces.

Inventive Principle:
Principle #5Merging (Combining)

2Reliability

If standard bodies and equipment vendors follow long development cycles, then solutions are thoroughly tested and standardized, but transient scenarios require quick remedies that cannot wait

Engineering Contradiction:
Improvesolution stabilityVSAvoidresponse time for transient scenarios
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The patent implements a system that continuously monitors network activities and pre-identifies potential transient scenarios by analyzing patterns across multiple domains. When anomalies are detected, the system can immediately deploy pre-prepared remediation actions or generate rapid responses without waiting for standard development cycles, thus addressing time-critical issues while maintaining solution quality through automated analysis and validation.

Inventive Principle:
Principle #10Preliminary action

3Speed

If monitoring functionality is driven to the edge closer to network elements, then local response time is reduced, but holistic network view may be compromised

Engineering Contradiction:
Improvelocal response timeVSAvoidholistic network view
Core Design Contradiction:
SpeedVSLoss of information

Solution Approach 1:

The patent implements a segmented monitoring architecture where monitoring functions are distributed across multiple levels: edge monitoring units collect local data and provide rapid local responses, while simultaneously feeding data to a central monitoring system that maintains a holistic network view. This segmentation allows both local speed and global visibility to coexist by dividing monitoring responsibilities between distributed and centralized components.

Inventive Principle:
Principle #1Segmentation

Data Source

PatentUS12615190B2Apparatuses and methods for facilitating automated interdomain communications analytics automation functionality and profiling
Publication Date: 2026.04.28 AT&T INTELLECTUAL PROPERTY I L P
  • US12615190B2 patent drawing
  • US12615190B2 patent drawing
  • US12615190B2 patent drawing

AI summary

Aspects of the subject disclosure may include, for example, analyzing data associated with a plurality of network domains, identifying, based on the analyzing of the data, a first action to be taken in a first network domain of the plurality of network domains, identifying, based on the analyzing of the data, a second action to be taken in a second network domain of the plurality of network domains, issuing a first directive to the first network domain to cause a first communication device in the first network domain to take the first action, and issuing a second directive to the second network domain to cause a second communication device in the second network domain to take the second action. Other embodiments are disclosed.