Browse State-of-the-Art › Edge-computing › Papers, page 4
Edge-computing
Papers archive 2025-07-28
archive papers tagged: 1,279 · with a code link: 223 · where Syntology ran a sample: 12 (12 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (12 of 1,279 tagged: 12 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)
Page 4 of 13: papers 301 to 400 of 1,279, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Joint Semantic Transmission and Resource Allocation for Intelligent Computation Task Offloading in MEC Systems11 Mar 2025 0 repositories listed
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Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models8 Mar 2025 0 repositories listed
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Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm6 Mar 2025 0 repositories listed
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Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market6 Mar 2025 0 repositories listed
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Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers6 Mar 2025 0 repositories listed
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Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation6 Mar 2025 0 repositories listed
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Multi-Agent DRL for Queue-Aware Task Offloading in Hierarchical MEC-Enabled Air-Ground Networks5 Mar 2025 0 repositories listed
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DILEMMA: Joint LLM Quantization and Distributed LLM Inference Over Edge Computing Systems3 Mar 2025 0 repositories listed
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LLMs are everywhere: Ubiquitous Utilization of AI Models through Air Computing2 Mar 2025 0 repositories listed
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Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning26 Feb 2025 0 repositories listed
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DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices19 Feb 2025 0 repositories listed
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Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip15 Feb 2025 0 repositories listed
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A Hybrid Edge Classifier: Combining TinyML-Optimised CNN with RRAM-CMOS ACAM for Energy-Efficient Inference14 Feb 2025 0 repositories listed
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SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning14 Feb 2025 0 repositories listed
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AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit13 Feb 2025 0 repositories listed
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Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles12 Feb 2025 0 repositories listed
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Exploring Neural Network Pruning with Screening Methods11 Feb 2025 0 repositories listed
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UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning11 Feb 2025 0 repositories listed
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A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems10 Feb 2025 0 repositories listed
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Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures10 Feb 2025 0 repositories listed
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Graph Federated Learning Based Proactive Content Caching in Edge Computing7 Feb 2025 0 repositories listed
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Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges4 Feb 2025 0 repositories listed
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KHAIT: K-9 Handler Artificial Intelligence Teaming for Collaborative Sensemaking3 Feb 2025 0 repositories listed
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The M-factor: A Novel Metric for Evaluating Neural Architecture Search in Resource-Constrained Environments29 Jan 2025 0 repositories listed
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Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks26 Jan 2025 0 repositories listed
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Bringing RGB and IR Together: Hierarchical Multi-Modal Enhancement for Robust Transmission Line Detection25 Jan 2025 0 repositories listed
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Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices25 Jan 2025 0 repositories listed
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Efficient Implementation of LinearUCB through Algorithmic Improvements and Vector Computing Acceleration for Embedded Learning Systems22 Jan 2025 0 repositories listed
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Personalized Federated Learning for Cellular VR: Online Learning and Dynamic Caching20 Jan 2025 0 repositories listed
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Secure Resource Allocation via Constrained Deep Reinforcement Learning20 Jan 2025 0 repositories listed
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Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications18 Jan 2025 0 repositories listed
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Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing17 Jan 2025 0 repositories listed
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Detecting Wildfire Flame and Smoke through Edge Computing using Transfer Learning Enhanced Deep Learning Models15 Jan 2025 0 repositories listed
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Self-Organizing Edge Computing Distribution Framework for Visual SLAM15 Jan 2025 0 repositories listed
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A neuromorphic camera for tracking passive and active matter with lower data throughput13 Jan 2025 0 repositories listed
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Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning11 Jan 2025 0 repositories listed
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Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation10 Jan 2025 0 repositories listed
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Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks8 Jan 2025 0 repositories listed
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Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing30 Dec 2024 0 repositories listed
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Privacy-Aware Multi-Device Cooperative Edge Inference with Distributed Resource Bidding30 Dec 2024 0 repositories listed
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Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model30 Dec 2024 0 repositories listed
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tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI23 Dec 2024 0 repositories listed
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A Tutorial on Non-Terrestrial Networks: Towards Global and Ubiquitous 6G Connectivity21 Dec 2024 0 repositories listed
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Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks21 Dec 2024 0 repositories listed
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Theory of Mixture-of-Experts for Mobile Edge Computing20 Dec 2024 0 repositories listed
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LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency18 Dec 2024 0 repositories listed
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Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference18 Dec 2024 0 repositories listed
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Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation17 Dec 2024 0 repositories listed
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AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.016 Dec 2024 0 repositories listed
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AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP16 Dec 2024 0 repositories listed
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Latency Minimization for Movable Antennas-Enabled Relay-aided D2D Mobile Edge Computing Communication Systems16 Dec 2024 0 repositories listed
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Deployment Pipeline from Rockpool to Xylo for Edge Computing15 Dec 2024 0 repositories listed
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Edge AI-based Radio Frequency Fingerprinting for IoT Networks13 Dec 2024 0 repositories listed
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Distribution free uncertainty quantification in neuroscience-inspired deep operators12 Dec 2024 0 repositories listed
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Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning12 Dec 2024 0 repositories listed
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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services8 Dec 2024 0 repositories listed
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Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access5 Dec 2024 0 repositories listed
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Deep Learning, Machine Learning, Advancing Big Data Analytics and Management3 Dec 2024 0 repositories listed
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Edge Computing for Microgrid via MATLAB Embedded Coder and Low-Cost Smart Meters2 Dec 2024 0 repositories listed
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EdgeOAR: Real-time Online Action Recognition On Edge Devices2 Dec 2024 0 repositories listed
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Embedded Machine Learning for Solar PV Power Regulation in a Remote Microgrid2 Dec 2024 0 repositories listed
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Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping2 Dec 2024 0 repositories listed
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Smart Parking with Pixel-Wise ROI Selection for Vehicle Detection Using YOLOv8, YOLOv9, YOLOv10, and YOLOv112 Dec 2024 0 repositories listed
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The Streetscape Application Services Stack (SASS): Towards a Distributed Sensing Architecture for Urban Applications29 Nov 2024 0 repositories listed
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Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challenges27 Nov 2024 0 repositories listed
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Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks26 Nov 2024 0 repositories listed
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Towards Efficient Model-Heterogeneity Federated Learning for Large Models25 Nov 2024 0 repositories listed
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Adaptable Embeddings Network (AEN)21 Nov 2024 0 repositories listed
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FASTNav: Fine-tuned Adaptive Small-language-models Trained for Multi-point Robot Navigation20 Nov 2024 0 repositories listed
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Federated Continual Learning for Edge-AI: A Comprehensive Survey20 Nov 2024 0 repositories listed
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MAS-Attention: Memory-Aware Stream Processing for Attention Acceleration on Resource-Constrained Edge Devices20 Nov 2024 0 repositories listed
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Quantum Kernel-Based Long Short-term Memory20 Nov 2024 0 repositories listed
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From Centralized RAN to Open RAN: A Survey on the Evolution of Distributed Antenna Systems19 Nov 2024 0 repositories listed
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Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness19 Nov 2024 0 repositories listed
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Zonal Architecture Development with evolution of Artificial Intelligence18 Nov 2024 0 repositories listed
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STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks17 Nov 2024 0 repositories listed
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Enhanced FIWARE-Based Architecture for Cyberphysical Systems With Tiny Machine Learning and Machine Learning Operations: A Case Study on Urban Mobility Systems16 Nov 2024 0 repositories listed
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Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis15 Nov 2024 0 repositories listed
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Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning13 Nov 2024 0 repositories listed
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Depthwise Separable Convolutions with Deep Residual Convolutions12 Nov 2024 0 repositories listed
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Digital Twin-Assisted Space-Air-Ground Integrated Multi-Access Edge Computing for Low-Altitude Economy: An Online Decentralized Optimization Approach12 Nov 2024 0 repositories listed
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Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm11 Nov 2024 0 repositories listed
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TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems11 Nov 2024 0 repositories listed
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To Train or Not to Train: Balancing Efficiency and Training Cost in Deep Reinforcement Learning for Mobile Edge Computing11 Nov 2024 0 repositories listed
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Reinforcement Learning for Adaptive Resource Scheduling in Complex System Environments8 Nov 2024 0 repositories listed
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A Novel Access Control and Privacy-Enhancing Approach for Models in Edge Computing6 Nov 2024 0 repositories listed
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Anomalous Client Detection in Federated Learning3 Nov 2024 0 repositories listed
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Goal-Oriented Semantic Communication for Wireless Visual Question Answering3 Nov 2024 0 repositories listed
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False Data Injection Attack Detection in Edge-based Smart Metering Networks with Federated Learning2 Nov 2024 0 repositories listed
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Genetic Motifs as a Blueprint for Mismatch-Tolerant Neuromorphic Computing25 Oct 2024 0 repositories listed
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Neuromorphic IoT Architecture for Efficient Water Management: A Smart Village Case Study25 Oct 2024 0 repositories listed
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CloudEye: A New Paradigm of Video Analysis System for Mobile Visual Scenarios24 Oct 2024 0 repositories listed
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AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety22 Oct 2024 0 repositories listed
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Assisted Physical Interaction: Autonomous Aerial Robots with Neural Network Detection, Navigation, and Safety Layers21 Oct 2024 0 repositories listed
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TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning21 Oct 2024 0 repositories listed
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Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training15 Oct 2024 0 repositories listed
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RSSI-Assisted CSI-Based Passenger Counting with Multiple Wi-Fi Receivers15 Oct 2024 0 repositories listed
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Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid13 Oct 2024 0 repositories listed
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An Ensemble Scheme for Proactive Dominant Data Migration of Pervasive Tasks at the Edge12 Oct 2024 0 repositories listed
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Edge AI Collaborative Learning: Bayesian Approaches to Uncertainty Estimation11 Oct 2024 0 repositories listed