Digital Twin Communication Management for Adaptive Data Links
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Solution Overview
Problem
Existing communication methods in data processing systems fail to adapt to changing requirements over time, leading to potential interruptions and suboptimal performance in computer-implemented services.
Innovation Solution
A communication manager utilizes a digital twin to simulate and evaluate different communication methods, identifying potential updates to ensure compliance with evolving system needs, reallocating communication channels as necessary.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If an existing communication method is used without updates, then system stability is maintained, but the system cannot meet evolving communication requirements leading to performance degradation
Solution Approach 1:
The digital twin simulates future communication scenarios and identifies potential method updates before actual performance degradation occurs. This preliminary evaluation allows the system to prepare and implement communication method updates proactively, ensuring both adaptability to changing requirements and maintained reliability during transitions.
Solution Approach 2:
A digital twin (copy) of the data processing system is created to simulate and evaluate different communication methods. This copy allows safe testing and evaluation of potential communication method updates without affecting the actual system's operational reliability, while enabling adaptability assessment.
2Adaptability or versatility
If communication methods are updated frequently to meet changing requirements, then adaptability improves, but system interruptions and delays increase
Solution Approach 1:
The digital twin performs preliminary simulation and evaluation of communication method updates before implementation. This advance assessment identifies the optimal timing and methodology for updates, allowing transitions to be executed efficiently with minimal interruption to actual system operations.
Solution Approach 2:
The system dynamically adjusts communication methods based on simulated future requirements identified by the digital twin. This dynamic adaptation allows the system to respond to changing requirements efficiently without unnecessary frequent updates, reducing delays while maintaining adaptability.
3Productivity
If communication methods are updated to meet future requirements, then future performance is improved, but implementation complexity increases
Solution Approach 1:
The digital twin acts as an intermediary between current system operations and future communication requirements. It simulates and evaluates potential communication method updates, providing a bridge that simplifies the complexity of determining optimal future communication strategies while improving productivity.
Solution Approach 2:
The digital twin (copy) handles the complexity of evaluating and determining optimal communication method updates. This separate evaluation environment isolates the complexity from the actual system implementation, allowing sophisticated analysis without increasing operational complexity in the production system.
Data Source
AI summary
Methods and systems for managing methods of communication used by data processing systems throughout a distributed environment are disclosed. To manage methods of communication, a system may include a communication manager and one or more data processing systems. The communication manager may monitor use of an existing method of communication by a data processing system over time. If characteristics of the existing method of communication do not meet criteria specified by a communication requirement, the communication manager may determine whether to update the existing method of communication. To do so, the communication manager may host and operate a digital twin of the data processing system and may simulate operation of the data processing system using other methods of communication using the digital twin. If one of the other methods of communication has characteristics that meet the communication requirement, the communication manager may update the existing method of communication.