Network-Aware Optimization for Diverse Industries

Publication ID: 24-11857872_0002_PTD
Published: October 28, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Network-Aware Optimization for Diverse Industries,” Published Technical Disclosure No. 24-11857872_0002_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857872_0002_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,872.

Summary of the Inventive Concept

Applying content adaptive data center routing and forwarding technology to novel industries, such as agriculture, manufacturing, traffic management, energy consumption, and personalized healthcare, to optimize performance and efficiency.

Background and Problem Solved

The original patent addressed the challenge of high-performance network streaming applications in cloud computing environments. However, this innovative concept extends the core technology to tackle distinct problems in various industries, where network performance metrics have a direct impact on operational efficiency and decision-making. By leveraging the adaptive routing and forwarding approach, these industries can now overcome their unique network-related challenges.

Detailed Description of the Inventive Concept

The inventive concept involves integrating the content adaptive data center routing and forwarding technology with industry-specific sensors, IoT devices, and data analytics. This enables real-time monitoring and optimization of network performance metrics, such as latency, jitter, bandwidth, and packet loss, to improve decision-making and efficiency in diverse industries. For instance, in agricultural irrigation, the system dynamically adjusts irrigation schedules based on real-time network performance metrics and soil moisture levels. In industrial manufacturing, the method predicts equipment failures by analyzing IoT sensor data and network latency metrics.

Novelty and Inventive Step

The new claims introduce an inventive step by applying the core technology to entirely novel industries and use cases, which were not originally considered. This expansion demonstrates a non-obvious and innovative application of the original patent's concepts, resulting in significant benefits for these industries.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the technology with edge computing, fog computing, or hybrid cloud architectures. Variations could involve using different types of sensors, IoT devices, or data analytics tools, or applying the technology to other industries, such as finance, education, or logistics.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential across various industries, including agriculture, manufacturing, traffic management, energy consumption, and personalized healthcare. The technology can be licensed to companies operating in these industries, or NVIDIA can develop industry-specific solutions and services, opening up new revenue streams and expanding its market presence.

CPC Classifications

SectionClassGroup
A A63 A63F13/358
A A63 A63F13/352
H H04 H04L47/18
H H04 H04L47/2433
H H04 H04L67/14

Field of Art

Cloud computing, network performance optimization, distributed computing systems with a focus on adaptive routing and IoT sensor networks

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in network engineering, cloud computing architectures, sensor data processing, and distributed systems design, typically holding a master's or PhD in computer science or electrical engineering with 3-5 years of industry experience

Obviousness Rationale

The PTD demonstrates a straightforward application of the source patent's core network performance optimization methodology to diverse industry verticals by leveraging existing sensor technologies and cloud data processing techniques. A PHOSITA would recognize that the fundamental routing and performance monitoring approach can be readily adapted across different domains by substituting domain-specific sensors and data types. The technical framework of dynamically adjusting system parameters based on network performance metrics remains consistent across the disclosed variations.

Obvious Combinations & Variations

Source Patent Element
Network performance testing including jitter, packet loss, bandwidth, and latency metrics
PTD Variation
Applying these network performance metrics to agricultural irrigation scheduling and soil moisture monitoring
Obviousness Reasoning
A known technique of extending performance monitoring principles to sensor-driven decision systems, representing a predictable application of existing network optimization methodologies
Source Patent Element
Cloud-based data center routing for application streaming
PTD Variation
Extending routing optimization to industrial IoT sensor data for predictive maintenance
Obviousness Reasoning
Represents a standard design choice in applying distributed computing principles to new problem domains with minimal technical complexity
Source Patent Element
Dynamic routing based on network connection metrics
PTD Variation
Traffic signal optimization using real-time network and sensor performance data
Obviousness Reasoning
A logical extension of adaptive routing principles to urban infrastructure management, utilizing substantially similar technical approaches
Source Patent Element
Content adaptive routing in cloud computing environments
PTD Variation
Personalized healthcare recommendations using wearable sensor network performance metrics
Obviousness Reasoning
Demonstrates a predictable combination of existing network monitoring techniques with domain-specific data analytics
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857872, the present publication demonstrates that a Person Having Ordinary Skill In The Art would find the disclosed network performance optimization techniques obvious and readily extendable across multiple technical domains. The systematic application of adaptive routing principles to diverse sensor networks represents an incremental technological advancement that would be apparent to a skilled practitioner, thereby rendering potential derivative claims obvious and non-patentable.

Original Patent Information

Patent NumberUS 11,857,872
TitleContent adaptive data center routing and forwarding in cloud computing environments
Assignee(s)NVIDIA CORPORATION