Inference-Based Channel Card Management for System Compatibility

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Solution Overview

Problem

The integration of aftermarket, non-standard channel cards in data processing systems can lead to inefficient resource utilization, communication protocol incompatibilities, thermal and power imbalances, security vulnerabilities, and increased error likelihood, adversely impacting the performance of computer-implemented services.

Innovation Solution

A management controller utilizes typification data for the channel card and the data processing system, combined with an inference model based on historic operation information, to generate operation update tasks via an out-of-band communication channel, optimizing the system's operation and compatibility with non-standard channel cards.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If non-standard channel cards are integrated into data processing systems, then hardware versatility and customization are improved, but system compatibility and operational reliability deteriorate due to communication protocol incompatibilities and resource allocation inefficiencies

Engineering Contradiction:

Improvehardware customizationVSAvoidsystem compatibility

Core Design Contradiction:

Adaptability or versatilityVSReliability

Solution Approach 1:

The system dynamically adjusts operational parameters such as communication protocols, resource allocation settings, and configuration values based on the detected channel card type. By changing these parameters adaptively, the system maintains compatibility with non-standard cards while preserving reliable operation of core functions.

Inventive Principle:

Principle #35Parameter changes

Solution Approach 2:

The system transitions from a static configuration model to a dynamic one where operational characteristics are adjusted in real-time based on the channel card being used. This allows the system to adapt its behavior to match the capabilities and requirements of different channel cards, ensuring both versatility and reliability.

Inventive Principle:

Principle #15Dynamics

2Adaptability or versatility

If non-standard channel cards are used, then hardware versatility is improved, but resource utilization efficiency deteriorates due to incompatible resource allocation

Engineering Contradiction:

Improvechannel card compatibilityVSAvoidresource utilization

Core Design Contradiction:

Adaptability or versatilityVSProductivity

Solution Approach 1:

The system modifies resource allocation parameters dynamically based on the channel card type detected. By adjusting memory allocation, processor assignments, and I/O resource distribution according to the specific card's capabilities, the system ensures optimal resource utilization regardless of whether standard or nonstandard cards are used.

Inventive Principle:

Principle #35Parameter changes

3Adaptability or versatility

If non-standard channel cards are integrated, then hardware versatility is improved, but thermal and power balance deteriorate due to unexpected changes in power usage and thermal conditions

Engineering Contradiction:

Improveaftermarket card supportVSAvoidthermal balance

Core Design Contradiction:

Adaptability or versatilityVSTemperature

Solution Approach 1:

The system implements continuous monitoring of thermal and power consumption parameters, using this feedback to dynamically adjust operational settings. When nonstandard channel cards are detected, the system monitors their power and thermal characteristics and adjusts cooling resources and power distribution accordingly to maintain overall system thermal balance.

Inventive Principle:

Principle #23Feedback

4Adaptability or versatility

If non-standard channel cards are used, then hardware versatility is improved, but security reliability deteriorates due to unknown security vulnerabilities

Engineering Contradiction:

Improvechannel card diversityVSAvoidsecurity trustworthiness

Core Design Contradiction:

Adaptability or versatilityVSReliability

Solution Approach 1:

The system performs preliminary security validation and authentication before allowing nonstandard channel cards to operate. By checking security credentials, verifying digital signatures, and validating security protocols in advance, the system ensures that only trusted cards are integrated, maintaining security reliability while supporting hardware diversity.

Inventive Principle:

Principle #10Preliminary action

Data Source

PatentUS20260030526A1Managing channel cards of data processing systems using an inference model

Publication Date: 2026.01.29 DELL PROD LP

AI summary

Methods and systems for managing operation of a data processing system are disclosed. Channel cards of the data processing system may be non-standard channel cards that perform non-standard functions. If a channel card is a non-standard channel card, it may be determined whether to any modifications are to be made to the data processing system to facilitate cooperative operation of the hardware resources with respect to the non-standard channel card. To do so, typification data for the data processing system and typification data for the channel card may be obtained and used as ingest for an inference model trained to generate operation update tasks. The operation update tasks may include modifications to configurations of the channel card and/or modifications to configurations of the data processing system. The operation update tasks may be implemented to obtain an updated system and the updated system may be used to provide computer-implemented services.