
边缘计算通过将计算和存储迁移到更靠近数据源的地方,最大限度地减少分布式网络中的延迟和带宽使用,从而分散数据处理。它集成了边缘节点、微型数据中心和网关,以支持实时分析、, 物联网 网络边缘的应用和人工智能推理。架构方面的考虑因素包括异构边缘环境中的资源管理、协调、虚拟化和安全性。我们在下文汇编了最近的出版物和专利,详细介绍了边缘基础设施设计、协议开发、工作负载优化和可扩展部署策略方面的创新,这些创新推动了边缘计算系统的能力和应用。.
这是我们最新精选的有关边缘计算的全球论文和专利,这些论文和专利在许多科学在线期刊上发表,分类集中在边缘计算、雾计算、边缘节点、降低延迟、分布式计算、边缘分析、物联网边缘、边缘人工智能、边缘数据中心、微型数据中心、边缘协调、边缘安全、边缘网络、实时处理、边缘设备、边缘基础设施、边缘云、数据本地化、边缘缓存、边缘网关、边缘资源管理、边缘虚拟化和边缘工作负载。.
Memory-resident execution of persistent executable objects in distributed computing systems
Patent published on the 2026-06-11 in US under Ref US20260161466 by CLARK NICHOLAS [US] (Clark Nicholas [us])
Abstract: A computer-implemented method and system for executing semantic computation in distributed computing environments. Each computational task is instantiated as a persistent executable object comprising an intent field, a context block, and a memory field that stores execution history. The persistent executable object propagates among execution nodes, each of which independently evaluates the object based on embedded intent, context, memory, and locally applied policy. Execution actions including e[...]
Our summary: The method enables memory-resident execution of persistent executable objects in distributed systems. Each task is evaluated independently based on intent, context, and memory without centralized control. This approach allows for adaptive execution across heterogeneous environments, maintaining continuity across asynchronous cycles.
persistent executable objects, distributed computing, semantic computation, memory-resident execution
Patent
Cloud-based mathematical modeling and simulation service system
Patent published on the 2026-06-11 in WO under Ref WO2026118756 by CHONGQING BUSINESS VOCATIONAL COLLEGE [CN] (Yue Siwei [cn])
Abstract: The present application relates to the technical field of cloud-based mathematical modeling and simulation service systems, and particularly relates to a cloud-based mathematical modeling and simulation service system. The system comprises distributed computing nodes, a dynamic resource scheduler, a modular modeling unit, a data storage pool and a communication interface, wherein the distributed computing nodes are connected by means of a high-speed network to form a cluster, the dynamic resourc[...]
Our summary: The system is a cloud-based mathematical modeling and simulation service. It utilizes distributed computing nodes and a dynamic resource scheduler to enhance efficiency. The architecture supports high-concurrency scenarios for industrial simulation and scientific research.
Cloud computing, Mathematical modeling, Distributed computing, Resource scheduling
Patent
System and method for managing access in a network
Patent published on the 2026-06-11 in WO under Ref WO2026120622 by JIO PLATFORMS LTD [IN] (Bhatnagar Aayush [in], Singh Kumar Gaurav [in], Maddheshiya Utkarsh [in], Kumar Vivek [in], Dewna Arun [in])
Abstract: The present disclosure provides system and method for managing access in a network. The method includes receiving user equipment (UE) attachment request corresponding to UE from second network function. The method includes extracting slicing information from received UE attachment request. The method further include initiating session with edge node based on extracted slicing information. Upon initiating the session, the method includes transmitting Traffic Detection Function (TDF)-Session-Reque[...]
Our summary: The system manages network access by processing user equipment attachment requests. It extracts slicing information to initiate sessions with edge nodes. The method includes handling detachment requests and managing stored mapping information.
network access management, user equipment attachment, session initiation, edge node communication
Patent
Systems and methods implementing decentralized payment processing at edge device of payment processing network
Patent published on the 2026-06-11 in US under Ref US20260162117 by CAPITAL ONE SERVICES LLC [US] (Wieker Jeffrey Carlyle [us], Macomber Jackson [us], Rule Jeffrey [us])
Abstract: [0000] An exemplary payment gateway device includes a processor and a memory. The processor is configured to: receive, from a server, merchant specific data associated with a user; validate card data of a card of the user based on the merchant specific data; perform, using a machine learning model, an analysis on a transaction being conducted using the card by the user with a merchant associated with the payment gateway device, the analysis including comparing a transaction size of the transacti[...]
Our summary: The payment gateway device processes transactions at the edge of a network. It utilizes machine learning to analyze user transaction behavior for fraud detection. Upon validating a legitimate transaction, it verifies account balance and approves the transaction.
decentralized payment processing, edge device, machine learning, fraud detection
Patent
Context adaptive sensor system
Patent published on the 2026-06-11 in US under Ref US20260163811 by ANALOG DEVICES INC [US] (Chaves Armindo [us], Malepati Hazarathaiah [us], Stein Yosef [us])
Abstract: [0000] Aspects of the present disclosure include a detection system, a method, and/or a base node for providing the electrical energy to a plurality of edge nodes, transmitting a sensor interrogation signal to at least one of the plurality of edge nodes in the detection system, receiving, in response to the sensor interrogation signal, sensor information, send the sensor information to a predictor configured to: receive sensor training data, train an artificial intelligence engine using the sens[...]
Our summary: The content describes a detection system that utilizes a context adaptive sensor system. It involves a base node providing energy and transmitting signals to edge nodes. The system trains an AI engine to identify anomalies and determine appropriate actions based on sensor data.
sensor system, edge nodes, artificial intelligence, anomaly detection
Patent
Apparatus and method for managing ip address in a distributed computing environment
Patent published on the 2026-06-04 in US under Ref US20260156100 by SPECTRO CLOUD INC [US] (Sharma Vipin K [us], Shen Nianyu [us], Anand Fnu Rishi [us], Smith Anton Gisli [se])
Abstract: [0000] Method and apparatus are provided for managing IP address in a distributed computing environment. The method comprises gathering, by a management agent (MA) of each node in the cluster of nodes, broadcast information of peer nodes; identifying, by the MA of each node in the cluster of nodes, one or more nodes without an overlay IP address using the broadcast information gathered about its peer nodes; electing a candidate node among the one or more nodes without an overlay IP address using[...]
Our summary: The method involves a management agent gathering broadcast information from peer nodes in a cluster. It identifies nodes lacking an overlay IP address and elects a candidate node to assign an available overlay IP address. Communication among the nodes occurs based on the assigned overlay IP address.
IP address management, distributed computing, management agent, cluster nodes
Patent
Probing a theoretical framework for a photonic extreme learning machine
Published on 2026-05-29 by Vicente Rocha, Duarte Silva, Felipe C Moreira, Catarina S Monteiro, Tiago D Ferreira and Nuno A Silva @IOP SCIENCE
Abstract: The development of computing paradigms alternative to von Neumann architectures has recently fueled significant progress in novel all-optical processing solutions. In this work, we investigate how the coherence properties can be exploited for computing by expanding information onto a higher-dimensional space in the photonic extreme learning machine framework. A theoretical framework is provided based on the transmission matrix formalism, mapping the input plane onto the output camera plane, resu[...]
Our summary: This work investigates a theoretical framework for photonic extreme learning machines using coherence properties for computing. It establishes connections with complex extreme learning machines and derives upper bounds for hidden space dimensionality. Experiments validate the model, suggesting potential advancements in all-optical hardware and edge computing solutions.
photonic computing, extreme learning machine, coherence properties, dimensionality estimation
Publication
Adaptive Multi-Camera Fusion and Calibration for Large-Scale Multi-Vehicle Cooperative Simulation Scenarios
Published on 2026-02-03 by Hui Zhang, Chenyu Xia, Huantao Zeng @MDPI
Abstract: In the development of multi-vehicle cooperative hardware-in-the-loop (HIL) simulation platforms based on machine vision, accurate vehicle pose estimation is crucial for achieving efficient cooperative control. However, monocular vision systems inevitably suffer from limited fields of view and insufficient image resolution during target detection, making it difficult to meet the requirements of large-scale, multi-target real-time perception. To address these challenges, this paper proposes an eng[...]
Our summary: This paper presents a multi-camera cooperative vision detection method for large-scale vehicle simulations. It enhances vehicle pose estimation by projecting images onto a unified plane and optimizing image stitching. Experimental results show high accuracy and real-time performance, achieving a 93.41% identification rate and 30 frames per second output.
Multi-Camera Fusion, Vehicle Pose Estimation, Real-Time Processing, Image Mosaicking
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