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edge computing

GeneTech 知识引擎共收录 1100 篇相关科研实体，横跨 30 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Cybersecurity Solutions for Industrial Internet of Things–Edge Computing Integration: Challenges, Threats, and Future Directions
  2025 · 数字孪生 · This paper provides the complete details of current challenges and solutions in the cybersecurity of cyber-physical systems (CPS) within the context of the IIoT and its integration with edge computing (IIoT-edge computin…
• QID-NPI: Edge-Native Cognitive Hypervisors for Deterministic Context Injection in Zero-Trust SCADA Environments
  2026 · AI Agent 生态 · Integrating Large Language Models (LLMs) into Operational Technology (OT) environments presents two fundamental barriers: strict data sovereignty requirements imposed by zero-trust industrial networks, and systematic deg…
• QID-NPI: Edge-Native Cognitive Hypervisors for Deterministic Context Injection in Zero-Trust SCADA Environments
  2026 · AI Agent 生态 · Integrating Large Language Models (LLMs) into Operational Technology (OT) environments presents two fundamental barriers: strict data sovereignty requirements imposed by zero-trust industrial networks, and systematic deg…
• Bringing Orchestration into the Foreground (Editors’ Introduction)
  2026 · AI Agent 生态 · Abstract The editors’ introduction to the Oxford Handbook of Orchestration Studies establishes the rationale for this collection, advocating for “orchestration studies” as a distinct interdisciplinary field. By embracing…
• Design and Validation of Wireless Soil Monitoring System for Precision Crop Management
  2026 · 智慧农业 · Precision crop management is essential for optimizing agricultural productivity and sustainability. This study presents the development of a multi-parameter soil wireless sensor monitoring system designed for real-time d…
• UAV-Based Crop Disease Detection Using Hybrid AI and IoT Integration
  2026 · 智慧农业 · Timely identification of crop diseases is essential for improving agricultural productivity and ensuring food security. This paper presents an intelligent crop disease detection framework that integrates Unmanned Aerial …
• UAV-Based Crop Disease Detection Using Hybrid AI and IoT Integration
  2026 · 智慧农业 · Timely identification of crop diseases is essential for improving agricultural productivity and ensuring food security. This paper presents an intelligent crop disease detection framework that integrates Unmanned Aerial …
• Smart Agriculture Prototype : An IoT - Controlled System for Lightning and Nutrient Management in Dragon Fruit Farming
  2026 · 智慧农业 · Perkembangan teknologi mendorong sektor pertanian untuk beradaptasi menuju sistem yang lebih cerdas, efisien, dan terintegrasi. Buah naga salah satu komoditas bernilai ekonomi tinggi, membutuhkan pengelolaan intensitas c…
• SMART AGRICULTURE: AN INTELLIGENT DECISION SUPPORT SYSTEM WITH ADVANCED MACHINE LEARNING AND EDGE AI
  2026 · 智慧农业 · Smart agriculture integrates modern digital technologies to enhance farming productivity and sustainability. This paper presents an updated Intelligent Machine Learning-based Decision Support System (IML-DSS) that incorp…
• SMART AGRICULTURE: AN INTELLIGENT DECISION SUPPORT SYSTEM WITH ADVANCED MACHINE LEARNING AND EDGE AI
  2026 · 智慧农业 · Smart agriculture integrates modern digital technologies to enhance farming productivity and sustainability. This paper presents an updated Intelligent Machine Learning-based Decision Support System (IML-DSS) that incorp…
• An application of message routing in intermittent networks to precision agriculture
  2026 · 智慧农业 · Abstract The widespread adoption of wireless sensor networks (WSN) and Internet of Things in recent years has provided powerful technological tools for the advancement of precision agriculture, a concept in use since the…
• Applications of Aerial Aided Edge Computing in Disaster Management and Emergency Response, Environmental Monitoring and Conservation, Precision Agriculture and Crop Management, Infrastructure Inspection and Maintenance, Surveillance, and Public Safety
  2026 · 智慧农业 · Aerial Aided Edge Computing (AAEC) is an advancement of the technological revolution that incorporates edge computing with Unmanned Aerial Vehicles (UAVs), enabling instant data processing, and making decisions directly …
• AgriDataValue - Weed Detection Image Dataset
  2026 · 智慧农业 · AgriDataValue aims to establish itself as the “Game Changer” in Smart Farming digital transformation and agri-environmental monitoring, and strengthen the smart-farming capacities, competitiveness and fair income by intr…
• AgriDataValue - Weed Detection Image Dataset
  2026 · 智慧农业 · AgriDataValue aims to establish itself as the “Game Changer” in Smart Farming digital transformation and agri-environmental monitoring, and strengthen the smart-farming capacities, competitiveness and fair income by intr…
• IoT Middleware Solutions for Arable Crops and Livestock Farming
  2026 · 智慧农业 · The full automation of agricultural production systems, involving unmanned operations and autonomous decision support systems through their dynamic integration into the Internet of Things (IoT), may represent a comprehen…
• Intelligent Farm
  2026 · 智慧农业 · Cloud computing and artificial intelligence (AI) are emerging technologies in all real-time applications. The automation of detecting and predicting water irrigation, pest control, and fertilizer usage is still crucial i…
• IoT Based Smart Indoor Farming using Solar Power and Kitchen Wastewater
  2026 · 智慧农业 · Indoor farming is an innovative approach to agriculture that allows plants to grow in a controlled environment without depending on external weather conditions. With the rapid growth of population and reduction in agricu…
• AI-Powered Smart Farming Advisor for Precision Agriculture & Sustainable Crop Management
  2026 · 智慧农业 · Agricultural productivity is critical for both global food security and economic stability. However, traditional farming techniques often restrict both yield and long-term sustainability. We introduce Smart AgroAssist, a…
• IoT-Driven Smart Farming: A Hybrid TabNet-Tab Transformer Recommendation Approach
  2026 · 智慧农业 · The smart farming recommendation system based on the IoT is a modern approach in the framework of precision agriculture as it was able to attain real-time data collection to feed crop forecasting. It has IoT sensors plac…
• Explainable and Adaptive Intrusion Detection in Digital Twin Environments
  2026 · 数字孪生 · The rapid proliferation of Internet of Things (IoT) technologies has transformed the computing landscape, placing unprecedented demands on traditional cloud-centric architectures.The massive volume of distributed data, c…
• An AI-supported Agent-based Security Model for the Internet of Things
  2025 · AI Agent 生态 · This paper proposes an agent-based security model that facilitates the integration of AI-supported analysis capabilities into IoT security research efforts. We aim to contribute to more secure IoT systems by combining fl…
• Confidence-Based Trustscoring System for Identification of Secure Agent Platforms
  2025 · AI Agent 生态 · Autonomous mobile agent systems can accomplish multiple tasks in an asynchronous and dynamic manner in platforms where there is excessive network load, network interruption and in slow networks. However, the decisions an…
• Self-Organizing Multi-Agent Collaborative Decision-Making System
  2025 · AI Agent 生态 · In the context of smart agriculture, the use of self-organizing computing systems becomes essential for optimizing monitoring and control processes. This study proposes a decision-making system based on a multi-agent arc…
• IoT-Based Precision Agriculture Using Smart Sensors and Cloud Computing for Crop Monitoring and Yield Optimization
  2025 · 智慧农业 · The Internet of Thingsbased precision agriculture system plans to deliver the finest agricultural productivity by giving real-time monitoring and therefore informed decisions based on data. Data from the different enviro…
• AI-Driven IoT-Enabled Precision Agriculture: Optimizing Resource Usage with LoRaWAN and Drone-Based Monitoring
  2025 · 智慧农业 · To maximize the use of resources and increases crop productivity, this research proposes an end-to-end IOT-based precision agriculture system with real-time data gathering with the assistance of smart sensors, monitoring…
• IoT and Edge AI Integration for Real Time Monitoring in Precision Farming Environments
  2025 · 智慧农业 · The integration of Internet of Things (IoT) and Edge Artificial Intelligence (AI) has revolutionized precision agriculture by providing real-time, data-driven insights for optimizing farming practices. As IoT devices pro…
• Lo-Ra WAN Enabled Smart Agriculture System for Real-Time Pest and Crop Health Monitoring
  2025 · 智慧农业 · A LoRa WAN-Enabled Smart Agriculture System for real-time crop health and pest detection monitoring is presented in this project. In order to measure vital environmental parameters like soil moisture, temperature, pH, an…
• Edge Computing for Real-Time Climate Data Analysis in Smart Farming
  2025 · 智慧农业 · In modern agriculture, there is a need for precise and timely analysis of climate data for its sustainability. In smart farming, real-time insight is scheduled for the informed decision taking but the traditional ways of…
• Review paper on smart farming using IOT
  2025 · 智慧农业 · Cultivating utilizing IOT (Web of Things) innovation has arisen as a progressive way to deal with present day horticulture, offering ranchers exceptional capacities to screen, make do, and enhance their operations. This …
• Sooner-C Lightweight Cryptographic Scheme for Data Distribution Privacy in Smart Farming
  2025 · 智慧农业 · Smart farming precision systems are considered viable for the remote communication of various types of media through the Internet of Things (IoT). For accurate and quick decision-making, sensors are especially effective …
• AI-Powered Indian Myna Trap*
  2025 · AI 安全与对齐 · Indian Mynas adapt easily to urban environments, competing with native species and causing ecological, agricultural, and public health concerns. This project developed an AI-powered bird trap designed specifically to cap…
• Seamless optical cloud computing across edge-metro network for generative AI
  2025 · AI 安全与对齐 · Abstract The rapid advancement of generative artificial intelligence (AI) in recent years has profoundly reshaped modern lifestyles, necessitating a revolutionary architecture to support the growing demands for computati…
• A comprehensive review of AI-native 6G: integrating semantic communications, reconfigurable intelligent surfaces, and edge intelligence for next-generation connectivity
  2025 · AI 安全与对齐 · This review explores the evolving vision of sixth-generation (6G) networks as a paradigm shift from conventional data-centric communication to intelligence-native architectures, where meaning, context, and adaptive decis…
• Edge Computing-Enabled Smart Agriculture: Technical Architectures, Practical Evolution, and Bottleneck Breakthroughs
  2025 · 生物计算 · As the global digital transformation of agriculture accelerates, the widespread deployment of farming equipment has triggered an exponential surge in agricultural production data. Consequently, traditional cloud computin…
• Edge intelligence through in-sensor and near-sensor computing for the artificial intelligence of things
  2025 · 生物计算 · Artificial intelligence technology transforms traditional sensors from passive data collectors into active computing nodes, performing data processing at the edge. This paradigm shift toward in- and near-sensor computing…
• An Energy-Efficient Intrusion Detection Offloading Based on DNN for Edge Computing
  2025 · 生物计算 · To address the computational limitations associated with implementing Deep Neural Network (DNN)–based intrusion detection on resource-constrained devices, this work proposes an energy-efficient edge architecture that int…
• Emerging Applications of Artificial Intelligence in Edge Computing: A Comprehensive Review
  2025 · 医疗人工智能 · Edge computing, coupled with Artificial Intelligence (AI), represents a paradigm shift in data processing, enabling real-time analytics and decision-making at the source. By distributing computation closer to the data or…
• Accessible AI Diagnostics and Lightweight Brain Tumor Detection on Medical Edge Devices
  2025 · 仿生智能 · The timely and accurate detection of brain tumors is crucial for effective medical intervention, especially in resource-constrained settings. This study proposes a lightweight and efficient RetinaNet variant tailored for…
• Edge intelligence through in-sensor and near-sensor computing for the artificial intelligence of things
  2025 · 仿生智能 · Artificial intelligence technology transforms traditional sensors from passive data collectors into active computing nodes, performing data processing at the edge. This paradigm shift toward in- and near-sensor computing…
• The Global Importance of Machine Learning-Based Wearables and Digital Twins for Rehabilitation: A Review of Data Collection, Security, Edge Intelligence, Federated Learning, and Generative AI
  2025 · 数字孪生 · The convergence of wearable technologies and digital twin (DT) systems is transforming rehabilitation engineering, enabling continuous monitoring, personalized therapeutic interventions, and predictive modeling of patien…
• A-MADDPG Based Partial Offloading in Digital Twin Edge Network (DITEN) Empowered IIoT
  2025 · 数字孪生 · As a typical deterministic network, the Industrial Internet of Things (IIoT) has strict requirements on the task processing delay. IIoT leverages edge computing to deliver low-latency services efficiently. However, this …
• Enhanced SDN Security Using Mobile Agent
  2024 · AI Agent 生态 · In the next-generation trend, Software-Defined Networking (SDN) is a revolutionary paradigm of network technology that enables advanced network features such as centralized network flow and programmability to facilitate …
• Multi-Task Resource Allocation and Task Offloading via Multi-Agent Deep Reinforcement Learning in Edge-Cloud system
  2024 · AI Agent 生态 · With the increasing complexity of deep neural network (DNN) models and the constrained computational and storage capabilities of user equipment (UE), the efficient inference of DNN models becomes a challenge. As an exten…
• Internet of Things: Agriculture Precision Monitoring System based on Low Power Wide Area Network
  2024 · 智慧农业 · Nowadays, many people around the world depend mostly on agriculture for their livelihood. In the majority of countries around the world, it is the most significant occupation for many families. Unfortunately, farmers, pa…
• IoT and IoE transformations in precision farming agriculture : Sensor based monitoring, Automated irrigation and Livestock monitoring
  2024 · 智慧农业 · The fusion of Internet of Things (IoT) and Internet of Everything (IoE) technologies is driving a significant revolution in the agricultural sector. The significant developments in precision agriculture enabled by sensor…
• Smart Farming: Integrating Soil Monitoring and Weather Analysis for Precision Agriculture
  2024 · 智慧农业 · Soil and weather conditions are foundational to agriculture, collectively influencing crop growth and productivity. This project proposes a comprehensive system that integrates soil and weather analysis to support precis…
• Smart Farming for Sustainable Development – A Study at Sonepur District of Odisha
  2024 · 智慧农业 · Agricultural sustainability is a buzzword today. It refers to the ability of agriculture to meet the present and future needs of humanity without compromising resources for future generations. It involves agricultural in…
• IoT-based Smart Farming System with Security Powered by Solar Energy
  2024 · 智慧农业 · The nodeMCU ESP32 microcontroller is a crucial component in a smart farming system that monitors soil moisture, humidity, and temperature using solar energy. The system is connected to a solar panel, which charges the po…
• Internet of Things Security and Data Privacy Concerns in Smart Farming
  2024 · 智慧农业 · The exponential growth of the Internet of Things (IoT) technology has revolutionized various industries, including agriculture. In the context of smart farming, IoT devices integrated with sensor networks play a crucial …
• Smart Farming System Based on Cloud Computing Technologies
  2024 · 智慧农业 · Smart farming is a new concept that can be described as applying different kinds of modern technology to make farming more efficient. One such technology is the Internet of Things, an extension of the Internet and other …
• Cloud-Enhanced Robotics in Healthcare
  2024 · 智慧农业 · Cloud-enhanced robotics is reforming the healthcare sector through adventures. Cloud-enhanced healthcare robots aimed to provide potential support to medical professionals by accurately providing services like nursing, d…
• AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence
  2024 · AI 安全与对齐 · Abstract This paper highlights the overall endeavors of the NSF AI Institute for Future Edge Networks and Distributed Intelligence (AI‐EDGE) to create a research, education, knowledge transfer, and workforce development …
• Cloud Integration in Artificial Intelligence (AI)
  2024 · AI 安全与对齐 · We have entered the new era of the cloud age. Cloud integration has been adopted by companies and is still growing in a rapid way. On the other hand, advances in artificial intelligence have opened up new possibilities t…
• Artificial intelligence and edge computing for machine maintenance-review
  2024 · AI 安全与对齐 · Abstract Industrial internet of things (IIoT) has ushered us into a world where most machine parts are now embedded with sensors that collect data. This huge data reservoir has enhanced data-driven diagnostics and progno…
• A review of federated learning in renewable energy applications: Potential, challenges, and future directions
  2024 · AI 驱动科学发现 · Federated learning has recently emerged as a privacy-preserving distributed machine learning approach. Federated learning enables collaborative training of multiple clients and entire fleets without sharing the involved …
• Adaptive approximate computing in edge AI and IoT applications: A review
  2024 · 生物计算 · Recent advancements in hardware and software systems have been driven by the deployment of emerging smart health and mobility applications. These developments have modernized the traditional approaches by replacing conve…
• Automated Biological Analysis System: Integration of Chatbots and Edge Computing
  2024 · 生物计算 · This article presents an automated system for counting and analyzing biological samples, integrating edge computing, computer vision, and Natural Language Processing (NLP) through a chatbot interface. The system processe…
• In-memory and in-sensor reservoir computing with memristive devices
  2024 · 生物计算 · Despite the significant progress made in deep learning on digital computers, their energy consumption and computational speed still fall short of meeting the standards for brain-like computing. To address these limitatio…
• Coupled Ferroelectric‐Photonic Memory in a Retinomorphic Hardware for In‐Sensor Computing
  2024 · 生物计算 · Abstract The development of all‐in‐one devices for artificial visual systems offers an attractive solution in terms of energy efficiency and real‐time processing speed. In recent years, the proliferation of smart sensors…
• Enhancing lung cancer diagnosis with data fusion and mobile edge computing using DenseNet and CNN
  2024 · 生物计算 · Abstract The recent advancements in automated lung cancer diagnosis through the application of Convolutional Neural Networks (CNN) on Computed Tomography (CT) scans have marked a significant leap in medical imaging and d…

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