Browse State-of-the-Art › Edge-computing › Papers, page 5
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 5 of 13: papers 401 to 500 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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Efficient Multi-Object Tracking on Edge Devices via Reconstruction-Based Channel Pruning11 Oct 2024 0 repositories listed
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Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap8 Oct 2024 0 repositories listed
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Variable Resolution Pixel Quantization for Low Power Machine Vision Application on Edge7 Oct 2024 0 repositories listed
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A 9T4R RRAM-Based ACAM for Analogue Template Matching at the Edge4 Oct 2024 0 repositories listed
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A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT2 Oct 2024 0 repositories listed
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Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications2 Oct 2024 0 repositories listed
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IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation1 Oct 2024 0 repositories listed
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Efficient Driving Behavior Narration and Reasoning on Edge Device Using Large Language Models30 Sep 2024 0 repositories listed
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Resource Allocation for Stable LLM Training in Mobile Edge Computing30 Sep 2024 0 repositories listed
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Energy-Efficient Computation with DVFS using Deep Reinforcement Learning for Multi-Task Systems in Edge Computing28 Sep 2024 0 repositories listed
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Asynchronous Fractional Multi-Agent Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing25 Sep 2024 0 repositories listed
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Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices25 Sep 2024 0 repositories listed
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Joint Long-Term Processed Task and Communication Delay Optimization in UAV-Assisted MEC Systems Using DQN24 Sep 2024 0 repositories listed
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Mean Age of Information in Partial Offloading Mobile Edge Computing Networks24 Sep 2024 0 repositories listed
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A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures23 Sep 2024 0 repositories listed
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Energy-Efficient Multi-UAV-Enabled MEC Systems over Space-Air-Ground Integrated Networks23 Sep 2024 0 repositories listed
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FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch23 Sep 2024 0 repositories listed
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SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks23 Sep 2024 0 repositories listed
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Delay Minimization for Movable Antennas-Enabled Anti-Jamming Communications With Mobile Edge Computing22 Sep 2024 0 repositories listed
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Exploring Scaling Laws for Local SGD in Large Language Model Training20 Sep 2024 0 repositories listed
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Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network18 Sep 2024 0 repositories listed
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Machine listening in a neonatal intensive care unit16 Sep 2024 0 repositories listed
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OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems13 Sep 2024 0 repositories listed
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Real-time Multi-view Omnidirectional Depth Estimation System for Robots and Autonomous Driving on Real Scenes12 Sep 2024 0 repositories listed
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Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks12 Sep 2024 0 repositories listed
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A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition10 Sep 2024 0 repositories listed
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Predictive Coding with Spiking Neural Networks: a Survey9 Sep 2024 0 repositories listed
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InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference8 Sep 2024 0 repositories listed
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TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic4 Sep 2024 0 repositories listed
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Brain-Inspired Online Adaptation for Remote Sensing with Spiking Neural Network3 Sep 2024 0 repositories listed
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Edge AI: Evaluation of Model Compression Techniques for Convolutional Neural Networks2 Sep 2024 0 repositories listed
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Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoT2 Sep 2024 0 repositories listed
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Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach2 Sep 2024 0 repositories listed
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SafeTail: Efficient Tail Latency Optimization in Edge Service Scheduling via Computational Redundancy Management30 Aug 2024 0 repositories listed
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CGRA4ML: A Framework to Implement Modern Neural Networks for Scientific Edge Computing28 Aug 2024 0 repositories listed
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Joint Offloading and Beamforming Design in Integrating Sensing, Communication, and Computing Systems: A Distributed Approach28 Aug 2024 0 repositories listed
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A Lightweight Human Pose Estimation Approach for Edge Computing-Enabled Metaverse with Compressive Sensing26 Aug 2024 0 repositories listed
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MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs26 Aug 2024 0 repositories listed
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A proof of contribution in blockchain using game theoretical deep learning model25 Aug 2024 0 repositories listed
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Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs23 Aug 2024 0 repositories listed
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Enhancing Transferability of Adversarial Attacks with GE-AdvGAN+: A Comprehensive Framework for Gradient Editing22 Aug 2024 0 repositories listed
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TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing22 Aug 2024 0 repositories listed
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When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design22 Aug 2024 0 repositories listed
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Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases20 Aug 2024 0 repositories listed
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Edge-Cloud Collaborative Motion Planning for Autonomous Driving with Large Language Models19 Aug 2024 0 repositories listed
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Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing19 Aug 2024 0 repositories listed
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A Secure and Lightweight NDN-Based Vehicular Network Using Edge Computing and Certificateless Signcryption15 Aug 2024 0 repositories listed
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Heterogeneity: An Open Challenge for Federated On-board Machine Learning13 Aug 2024 0 repositories listed
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DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem11 Aug 2024 0 repositories listed
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A Comprehensive System Architecture using Field Programmable Gate Arrays Technology, Dijkstra's Algorithm, and Edge Computing for Emergency Response in Smart Cities9 Aug 2024 0 repositories listed
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EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI8 Aug 2024 0 repositories listed
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Solving QUBO on the Loihi 2 Neuromorphic Processor6 Aug 2024 0 repositories listed
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Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning4 Aug 2024 0 repositories listed
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Deep progressive reinforcement learning-based flexible resource scheduling framework for IRS and UAV-assisted MEC system2 Aug 2024 0 repositories listed
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Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation1 Aug 2024 0 repositories listed
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Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach29 Jul 2024 0 repositories listed
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Satellite Internet of Things Research Report25 Jul 2024 0 repositories listed
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A Life-long Learning Intrusion Detection System for 6G-Enabled IoV22 Jul 2024 0 repositories listed
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StreamTinyNet: video streaming analysis with spatial-temporal TinyML22 Jul 2024 0 repositories listed
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Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons18 Jul 2024 0 repositories listed
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Proximity-based Self-Federated Learning17 Jul 2024 0 repositories listed
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Enhancing TinyML Security: Study of Adversarial Attack Transferability16 Jul 2024 0 repositories listed
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Latency optimized Deep Neural Networks (DNNs): An Artificial Intelligence approach at the Edge using Multiprocessor System on Chip (MPSoC)16 Jul 2024 0 repositories listed
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Reconfigurable Intelligent Surface for Sensing, Communication, and Computation: Perspectives, Challenges, and Opportunities16 Jul 2024 0 repositories listed
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Quality Scalable Quantization Methodology for Deep Learning on Edge15 Jul 2024 0 repositories listed
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Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing11 Jul 2024 0 repositories listed
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Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware11 Jul 2024 0 repositories listed
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Mobile Edge Intelligence for Large Language Models: A Contemporary Survey9 Jul 2024 0 repositories listed
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Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing8 Jul 2024 0 repositories listed
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Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence7 Jul 2024 0 repositories listed
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QET: Enhancing Quantized LLM Parameters and KV cache Compression through Element Substitution and Residual Clustering4 Jul 2024 0 repositories listed
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Multi-Time Scale Service Caching and Pricing in MEC Systems with Dynamic Program Popularity4 Jul 2024 0 repositories listed
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Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks3 Jul 2024 0 repositories listed
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YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision3 Jul 2024 0 repositories listed
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Terahertz Communication Multi-UAV-Assisted Mobile Edge Computing System1 Jul 2024 0 repositories listed
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Koopman based trajectory model and computation offloading for high mobility paradigm in ISAC enabled IoT system28 Jun 2024 0 repositories listed
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Decentralized Task Offloading and Load-Balancing for Mobile Edge Computing in Dense Networks24 Jun 2024 0 repositories listed
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Digital Twinning of a Pressurized Water Reactor Startup Operation and Partial Computational Offloading in In-network Computing-Assisted Multiaccess Edge Computing24 Jun 2024 0 repositories listed
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QoE Maximization for Multiple-UAV-Assisted Multi-Access Edge Computing: An Online Joint Optimization Approach17 Jun 2024 0 repositories listed
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Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices16 Jun 2024 0 repositories listed
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Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks16 Jun 2024 0 repositories listed
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Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks14 Jun 2024 0 repositories listed
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LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices13 Jun 2024 0 repositories listed
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DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach11 Jun 2024 0 repositories listed
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Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation4 Jun 2024 0 repositories listed
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Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach3 Jun 2024 0 repositories listed
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Data Quality in Edge Machine Learning: A State-of-the-Art Survey1 Jun 2024 0 repositories listed
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Efficient Model Compression for Hierarchical Federated Learning27 May 2024 0 repositories listed
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Athena: Efficient Block-Wise Post-Training Quantization for Large Language Models Using Second-Order Matrix Derivative Information24 May 2024 0 repositories listed
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A motion-based compression algorithm for resource-constrained video camera traps23 May 2024 0 repositories listed
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On Hardware-efficient Inference in Probabilistic Circuits22 May 2024 0 repositories listed
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Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach14 May 2024 0 repositories listed
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Edge Computing for IoT: Novel Insights from a Comparative Analysis of Access Control Models13 May 2024 0 repositories listed
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eCAR: edge-assisted Collaborative Augmented Reality Framework11 May 2024 0 repositories listed
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Controlling Chaos Using Edge Computing Hardware8 May 2024 0 repositories listed
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Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach7 May 2024 0 repositories listed
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SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification6 May 2024 0 repositories listed
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Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot3 May 2024 0 repositories listed
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Gradient-Congruity Guided Federated Sparse Training2 May 2024 0 repositories listed
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Robust Decentralized Learning with Local Updates and Gradient Tracking2 May 2024 0 repositories listed