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최신 논문 – 엣지 컴퓨팅 관련 특허

Edge Computing

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Edge computing
엣지 컴퓨팅은 데이터 소스에 더 가까운 곳에 연산 기능을 분산시켜 실시간 데이터 처리 및 분석 기능을 향상시킵니다.

엣지 컴퓨팅은 연산 및 저장 장치를 데이터 소스에 더 가까운 곳으로 재배치하여 데이터 처리를 분산화함으로써 분산 네트워크에서 지연 시간과 대역폭 사용량을 최소화합니다. 엣지 노드, 마이크로 데이터 센터, 게이트웨이를 통합하여 실시간 분석을 지원합니다. IoT 네트워크 주변부에서 애플리케이션 및 AI 추론을 구현합니다. 아키텍처 고려 사항에는 이기종 엣지 환경 내에서의 리소스 관리, 오케스트레이션, 가상화 및 보안이 포함됩니다. 아래는 엣지 컴퓨팅 시스템의 기능과 도입을 촉진하는 엣지 인프라 설계, 프로토콜 개발, 워크로드 최적화 및 확장 가능한 배포 전략에 대한 혁신을 자세히 설명하는 최근 논문 및 특허 모음입니다.

본 자료는 엣지 컴퓨팅, 포그 컴퓨팅, 엣지 노드, 지연 시간 감소, 분산 컴퓨팅, 엣지 분석, IoT 엣지, 엣지 AI, 엣지 데이터 센터, 마이크로 데이터 센터, 엣지 오케스트레이션, 엣지 보안, 엣지 네트워크, 실시간 처리, 엣지 디바이스, 엣지 인프라, 엣지 클라우드, 데이터 지역화, 엣지 캐싱, 엣지 게이트웨이, 엣지 리소스 관리, 엣지 가상화 및 엣지 워크로드 등 다양한 주제로 분류 및 집중적으로 다룬 전 세계 영문 논문과 특허를 엄선하여 정리한 온라인 과학 저널 모음입니다.

Shortest path bridging and routing (spbx) in multi-area

Patent published on the 2026-10-15 in US under Ref US20260322768 by EXTREME NETWORKS INC [US] (Barcaru Constantin [ro], Lapuh Roger [ch])

Abstract: Provided herein are systems and methods for facilitating communication of overlay Ethernet frames and IP packets from a set of virtual overlay networks over an underlay multi-area network. A multi-area network can have an edge node that receives an overlay packet from a host device. The edge node determines whether the overlay packet is a unicast packet or a BUM traffic. The edge node encapsulates the overlay packet into an underlay packet by adding an underlay header. The edge node forwards the[...]


Our summary: The content describes systems and methods for facilitating communication of overlay Ethernet frames and IP packets in a multi-area network. An edge node receives overlay packets and determines their type before encapsulating them into underlay packets. The edge node then forwards the packets to an inter-area router using a shortest path tree.

Shortest path, multi-area network, overlay Ethernet, encapsulation

Patent

Edge ai chemical sensor for air, land and sea applications

Patent published on the 2026-10-15 in US under Ref US20260321359 by EYEZENSE INC [US] (Li Jing [us], Lu Yijiang [us], Doan Phillip [us], Yung Steven [us], Bao Kejie [us])

Abstract: Sensor systems and methods for chemical detection using Edge AI technology combined with micro and nano sensor arrays are described. In some embodiments, the chemical sensors on a carrying vehicle utilize an Edge AI to process the sensor data at the sensor system level and show/display the results for the autonomous response system to take appropriate actions. In some embodiments, the Edge AI includes natural language functions to facilitate the communications with the users/operators.[...]


Our summary: The content discusses sensor systems for chemical detection using Edge AI technology. It highlights the integration of micro and nano sensor arrays with Edge AI for data processing. Additionally, it mentions natural language functions for improved communication with users.

Edge AI, chemical sensor, autonomous response, micro and nano sensors

Patent

Methods for edge analytics in open radio access network

Patent published on the 2026-10-15 in WO under Ref WO2026217495 by MAVENIR SYSTEMS INC [US] (Taneja Mukesh [in], Kinnavy Michael [us])

Abstract: The present disclosure pertains to Open Radio Access Network (O-RAN) systems, addressing the technical challenge of managing increased uplink (UL) data traffic load over the backhaul and elevated control loop latency for applications such as video surveillance and IoT. The described method and system enable performing edge analytics at or near the Centralized Unit-User Plane (CU-UP). The UL Media Access Control (MAC) Protocol Data Units (PDUs) are processed through MAC, Radio Link Control (RLC),[...]


Our summary: The method enhances edge analytics in O-RAN systems by processing uplink data traffic at the CU-UP. It routes selected IP packets to a RAN Edge Compute node for analytics and re-encryption. This approach reduces backhaul traffic and supports low-latency applications like video surveillance and IoT.

Edge Analytics, Open Radio Access Network, Uplink Data Traffic, Low-Latency Processing

Patent

Resource adaption for distributed computing environments

Patent published on the 2026-10-15 in US under Ref US20260319848 by HEWLETT PACKARD ENTPR DEVELOPMENT LP [US] (Erigineni Siva Prasad Chowdary [us], Mosalakanti Krishna Rao [us], Parchuru Dheeraj [us])

Abstract: [0000] Monitoring data for a distributed computing environment is collected, where the distributed computing environment comprises multiple compute nodes running software services. The monitoring data includes node-level resource usage data collected using resource collection agents running in the compute nodes. Service-level resource consumption profiles for the software services are calculated based on the node-level resource usage data. The distributed computing environment is then updated ba[...]


Our summary: Monitoring data is collected from multiple compute nodes in a distributed computing environment. Node-level resource usage data is analyzed to create service-level resource consumption profiles. The environment is updated based on these profiles to optimize resource allocation.

Resource adaptation, distributed computing, monitoring data, resource usage

Patent

Automated and on-demand dynamic rotation of kubernetes and etcd certificates using a service mesh as a distributed storage mechanism

Patent published on the 2026-10-15 in US under Ref US20260322628 by RAFAY SYSTEMS INC [US] (Panathula Venkata Murali Sai Vihari [in], Chinnamadela Sudhir Babu [in], Vuppara Chaithanya [in], Dokala Vasu [in], Gill Rupinder Singh [au], Kavuluru Hanumantha Rao [us])

Abstract: [0000] System and Method Using a Service Mesh for Rotation of Kubernetes and ETCD [0000] A distributed computing system includes Kubernetes cluster with a plurality of cluster nodes and a mesh network with a plurality of relay nodes. The cluster nodes include configuration files. A Kubernetes certificate authority (k8s-ca) generates Kubernetes certificates (k8s-crts). The mesh network is operable, while the configuration files of the cluster nodes store a copy of a previous k8s-crt generated usi[...]


Our summary: The system automates the dynamic rotation of Kubernetes and ETCD certificates. It utilizes a service mesh as a distributed storage mechanism. The mesh network facilitates the transfer of updated certificates to cluster nodes.

Kubernetes, ETCD, Service Mesh, Certificate Rotation

Patent

Novel edge-based multi-agent system for real-time data validation and quality grading

Patent published on the 2026-10-08 in US under Ref US20260312968 by PARA RAGHU KUL THILAK [CA] (Para Raghu Kul Thilak [ca])

Abstract: [0000] present invention relates to an edge-based multi-agent data validation system that executes specialized checks (schema, domain, semantic, anomaly) on incoming data streams in near real time. A coordinator module aggregates validation outputs and assigns a quality tier label (bronze, silver, or gold) to each data unit. This immediate classification prevents contaminated data from infiltrating downstream pipelines, thereby reducing bandwidth usage and storage overhead. Agents autonomously a[...]


Our summary: The invention presents an edge-based multi-agent system for real-time data validation. It performs specialized checks on incoming data streams and assigns quality tier labels. The system enhances data integrity and reduces resource usage in distributed environments.

multi-agent system, data validation, real-time processing, edge computing

Patent

Do data localization policies really improve cybersecurity outcomes?

Published on 2026-08-25 by @OXFORD

Abstract: AbstractData localization laws, which require data to be stored within a country’s physical borders, are often promoted as a means to enhance cybersecurity. But do these laws actually improve cybersecurity outcomes? This study compiles a global dataset of data localization laws and policies, employing econometric analysis to compare cybersecurity performance between countries with and without such regulations. Our findings indicate that data localization laws have no discernible effect on redu[...]


Our summary: This study analyzes the impact of data localization laws on cybersecurity outcomes. Findings reveal that such laws do not reduce the likelihood of cyber breaches. The results suggest that these regulations may raise costs and hinder innovation without improving security.

data localization, cybersecurity, econometric analysis, cyber breaches

Publication

Research on lightweight express parcel classification and detection for low-carbon using an improved YOLO algorithm incorporating feature fusion

Published on 2026-08-08 by @OXFORD

Abstract: AbstractTo tackle the challenges of express parcel classification and detection in complex scenarios, this paper proposes a lightweight and low-carbon improved YOLO algorithm (GD-YOLO) based on YOLOv5. Aiming to balance model performance, lightweight deployment, and low-carbon computing requirements, this work integrates energy efficiency optimization strategies into the model design, targeting reduced computational resource usage, minimized carbon footprint, and enhanced detection/classificatio[...]


Our summary: This paper presents an improved YOLO algorithm (GD-YOLO) for express parcel classification that emphasizes lightweight deployment and low-carbon computing. It integrates energy efficiency optimization strategies and feature fusion mechanisms to enhance performance while reducing carbon emissions. Experimental results demonstrate its effectiveness in complex environments, confirming its applicability for intelligent logistics.

YOLO, lightweight, feature fusion, low-carbon

Publication

다룬 주제: 엣지 컴퓨팅, 실시간 데이터 처리, 분석, 분산 컴퓨팅, 데이터 소스, 지연 시간, 대역폭 사용량, 분산 네트워크, 엣지 노드, 마이크로 데이터 센터, IoT 애플리케이션, AI 추론, 리소스 관리, 오케스트레이션, 가상화, 보안, 확장 가능한 배포 전략, 인프라 설계, 프로토콜 개발(ISO/IEC 30141, IEEE 1934, ETSI GS MEC 003, NIST SP 800-183, ITU-T Y3502)

사용된 용어집

Internet of Things (IoT): 센서, 소프트웨어 및 기타 기술이 내장된 상호 연결된 장치 네트워크로, 인터넷을 통해 데이터를 수집하고 교환할 수 있어 다양한 프로세스와 시스템의 자동화, 모니터링 및 제어를 용이하게 합니다.

역사적 맥락

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(날짜를 알 수 없거나 관련이 없는 경우, 예를 들어 "유체역학"의 경우, 주목할 만한 등장 시기를 대략적으로 추정하여 제공합니다.)

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