Ubiquitous Computing Characteristics Profile for Private Matching
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Solution Overview
Problem
Existing technologies face challenges in efficiently matching computing tasks between devices while ensuring privacy and optimizing resource utilization in ubiquitous computing frameworks, particularly in 6G networks.
Innovation Solution
The implementation of a Ubiquitous Computing Characteristics Profile (UCCP) that masks specific application details and enables straightforward matching of computing nodes, using a Ubiquitous Compute Characteristics Indicator (UCCI) index to facilitate efficient resource allocation without revealing sensitive information.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If detailed application information is shared for computing task matching, then matching accuracy is improved, but privacy is compromised
Solution Approach 1:
The patent extracts only the essential computing characteristics (CPU requirements, memory requirements, storage requirements, execution time) from the full application information, creating a simplified UCCP that enables matching without exposing sensitive application details. This selective extraction resolves the contradiction by providing sufficient information for accurate matching while preserving privacy.
Solution Approach 2:
The UCCP acts as an intermediary layer between the application and the computing node matching system. Instead of directly sharing detailed application information, the system uses the standardized UCCP format as a mediator that translates application requirements into matchable characteristics, thereby maintaining privacy while enabling accurate matching.
2Productivity
If comprehensive computing characteristics are collected, then resource allocation accuracy is improved, but system complexity increases
Solution Approach 1:
The patent segments computing characteristics into four distinct, standardized categories: CPU requirements, memory requirements, storage requirements, and execution time. This segmentation allows the system to collect comprehensive information for accurate resource allocation while maintaining manageable system complexity through structured organization.
Solution Approach 2:
The UCCP is designed as a universal profile format that can represent different types of computing tasks (AI/ML training, AI/ML inference, video encoding, video decoding, image processing, audio processing, signal processing) using the same four characteristic categories. This universality enables accurate resource allocation across diverse applications without increasing system complexity.
Data Source
AI summary
An apparatus configured to generate, for transmission to a network, a request for computing resource availability for a computing task to be offloaded from the apparatus, wherein the request comprises an indication of a Ubiquitous Computing Characteristics Profile (UCCP) comprising one or more attributes related to the computing task and process, based on signals received from the network, computing node information associated with a network node, wherein the apparatus offloads the computing task to the network node.