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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 11 of 13: papers 1,001 to 1,100 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.

• BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices
  13 Apr 2021 0 repositories listed
• An error-propagation spiking neural network compatible with neuromorphic processors
  12 Apr 2021 0 repositories listed
• GSECnet: Ground Segmentation of Point Clouds for Edge Computing
  5 Apr 2021 0 repositories listed
• STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management
  4 Apr 2021 0 repositories listed
• Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service
  2 Apr 2021 0 repositories listed
• Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning
  31 Mar 2021 0 repositories listed
• RIS-Assisted UAV for Timely Data Collection in IoT Networks
  31 Mar 2021 0 repositories listed
• Collaborative Cloud and Edge Mobile Computing in C-RAN Systems with Minimal End-to-End Latency
  30 Mar 2021 0 repositories listed
• Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
  25 Mar 2021 0 repositories listed
• A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control
  24 Mar 2021 0 repositories listed
• Edge Intelligence for Empowering IoT-based Healthcare Systems
  22 Mar 2021 0 repositories listed
• Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks
  21 Mar 2021 0 repositories listed
• Passive frustrated nanomagnet reservoir computing
  16 Mar 2021 0 repositories listed
• Mobility-Aware Offloading and Resource Allocation in MEC-Enabled IoT Networks
  16 Mar 2021 0 repositories listed
• EdgeCRNN: an edgecomputing oriented model of acoustic feature enhancement for keyword spotting
  14 Mar 2021 0 repositories listed
• Auction Based Clustered Federated Learning in Mobile Edge Computing System
  12 Mar 2021 0 repositories listed
• SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems
  12 Mar 2021 0 repositories listed
• Age of Information Optimization in a RIS-Assisted Wireless Network
  11 Mar 2021 0 repositories listed
• Joint Coding and Scheduling Optimization for Distributed Learning over Wireless Edge Networks
  7 Mar 2021 0 repositories listed
• Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing
  4 Mar 2021 0 repositories listed
• Self-play Learning Strategies for Resource Assignment in Open-RAN Networks
  3 Mar 2021 0 repositories listed
• Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles
  1 Mar 2021 0 repositories listed
• MEC-Empowered Non-Terrestrial Network for 6G Wide-Area Time-Sensitive Internet of Things
  1 Mar 2021 0 repositories listed
• Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models
  1 Mar 2021 0 repositories listed
• Efficient Low-Latency Dynamic Licensing for Deep Neural Network Deployment on Edge Devices
  24 Feb 2021 0 repositories listed
• Reconfigurable Intelligent Surface Aided Mobile Edge Computing: From Optimization-Based to Location-Only Learning-Based Solutions
  15 Feb 2021 0 repositories listed
• Towards AIOps in Edge Computing Environments
  12 Feb 2021 0 repositories listed
• The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms
  11 Feb 2021 0 repositories listed
• Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply
  10 Feb 2021 0 repositories listed
• Energy-Harvesting Distributed Machine Learning
  10 Feb 2021 0 repositories listed
• Consensus Based Multi-Layer Perceptrons for Edge Computing
  9 Feb 2021 0 repositories listed
• Secure and Energy-Efficient Offloading and Resource Allocation in a NOMA-Based MEC Network
  9 Feb 2021 0 repositories listed
• Energy Optimization in Massive MIMO UAV-Aided MEC-Enabled Vehicular Networks
  7 Feb 2021 0 repositories listed
• Reconfigurable Intelligent Surface Aided Mobile Edge Computing
  4 Feb 2021 0 repositories listed
• AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices
  3 Feb 2021 0 repositories listed
• Multi-UAV Mobile Edge Computing and Path Planning Platform based on Reinforcement Learning
  3 Feb 2021 0 repositories listed
• Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks
  27 Jan 2021 0 repositories listed
• AI-Empowered VNF Migration as a Cost-Loss-Effective Solution for Network Resilience
  22 Jan 2021 0 repositories listed
• Artificial Intelligence based Sensor Data Analytics Framework for Remote Electricity Network Condition Monitoring
  21 Jan 2021 0 repositories listed
• Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge
  19 Jan 2021 0 repositories listed
• Dynamic DNN Decomposition for Lossless Synergistic Inference
  15 Jan 2021 0 repositories listed
• EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles
  15 Jan 2021 0 repositories listed
• Reliable Fleet Analytics for Edge IoT Solutions
  12 Jan 2021 0 repositories listed
• Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks
  1 Jan 2021 0 repositories listed
• Federated Nonconvex Sparse Learning
  31 Dec 2020 0 repositories listed
• Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing
  28 Dec 2020 0 repositories listed
• Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device
  26 Dec 2020 0 repositories listed
• CNNs for JPEGs: A Study in Computational Cost
  26 Dec 2020 0 repositories listed
• Reconfigurable Intelligent Surface Assisted Mobile Edge Computing with Heterogeneous Learning Tasks
  25 Dec 2020 0 repositories listed
• A Fast Edge-Based Synchronizer for Tasks in Real-Time Artificial Intelligence Applications
  21 Dec 2020 0 repositories listed
• Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission
  21 Dec 2020 0 repositories listed
• LiveMap: Real-Time Dynamic Map in Automotive Edge Computing
  16 Dec 2020 0 repositories listed
• Fast-Convergent Dynamics for Distributed Allocation of Resources Over Switching Sparse Networks with Quantized Communication Links
  15 Dec 2020 0 repositories listed
• A Reinforcement Learning Formulation of the Lyapunov Optimization: Application to Edge Computing Systems with Queue Stability
  14 Dec 2020 0 repositories listed
• Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data
  10 Dec 2020 0 repositories listed
• Artificial Intelligence at the Edge
  10 Dec 2020 0 repositories listed
• On-Request Wireless Charging and Partial Computation Offloading In Multi-Access Edge Computing Systems
  10 Dec 2020 0 repositories listed
• Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework
  8 Dec 2020 0 repositories listed
• The Why, What and How of Artificial General Intelligence Chip Development
  8 Dec 2020 0 repositories listed
• Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things
  8 Dec 2020 0 repositories listed
• Cost-effective Machine Learning Inference Offload for Edge Computing
  7 Dec 2020 0 repositories listed
• SensiX: A Platform for Collaborative Machine Learning on the Edge
  4 Dec 2020 0 repositories listed
• Intrusion Detection Systems for IoT: opportunities and challenges offered by Edge Computing and Machine Learning
  2 Dec 2020 0 repositories listed
• Edge-assisted Democratized Learning Towards Federated Analytics
  1 Dec 2020 0 repositories listed
• EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
  28 Nov 2020 0 repositories listed
• LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing
  28 Nov 2020 0 repositories listed
• Bringing AI To Edge: From Deep Learning's Perspective
  25 Nov 2020 0 repositories listed
• A Review of Recent Advances of Binary Neural Networks for Edge Computing
  24 Nov 2020 0 repositories listed
• Benchmarking Inference Performance of Deep Learning Models on Analog Devices
  24 Nov 2020 0 repositories listed
• Federated learning with class imbalance reduction
  23 Nov 2020 0 repositories listed
• Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks
  17 Nov 2020 0 repositories listed
• Dynamic Hard Pruning of Neural Networks at the Edge of the Internet
  17 Nov 2020 0 repositories listed
• Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things
  17 Nov 2020 0 repositories listed
• Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks
  12 Nov 2020 0 repositories listed
• Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing
  8 Nov 2020 0 repositories listed
• Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial
  6 Nov 2020 0 repositories listed
• S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
  4 Nov 2020 0 repositories listed
• Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment
  29 Oct 2020 0 repositories listed
• Deep Learning in the Era of Edge Computing: Challenges and Opportunities
  17 Oct 2020 0 repositories listed
• Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach
  16 Oct 2020 0 repositories listed
• The Shift to 6G Communications: Vision and Requirements
  15 Oct 2020 0 repositories listed
• A Very Compact Embedded CNN Processor Design Based on Logarithmic Computing
  13 Oct 2020 0 repositories listed
• Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things
  6 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks
  5 Oct 2020 0 repositories listed
• Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing
  2 Oct 2020 0 repositories listed
• A Deep Learning Approach for Mobility-Aware and Energy-Efficient Resource Allocation in MEC
  1 Oct 2020 0 repositories listed
• A view synthesis-based 360° VR caching system over MEC-Enabled C-RAN
  1 Oct 2020 0 repositories listed
• Towards Self-learning Edge Intelligence in 6G
  1 Oct 2020 0 repositories listed
• Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI Inference Engines in Autonomous Vehicles
  23 Sep 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
  23 Sep 2020 0 repositories listed
• When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
  22 Sep 2020 0 repositories listed
• Delay Characterization of Mobile Edge Computing for 6G Time-Sensitive Services
  17 Sep 2020 0 repositories listed
• Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
  17 Sep 2020 0 repositories listed
• MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework
  16 Sep 2020 0 repositories listed
• Real-Time Execution of Large-scale Language Models on Mobile
  15 Sep 2020 0 repositories listed
• Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data
  14 Sep 2020 0 repositories listed
• Energy-Efficient Resource Allocation for NOMA enabled MEC Networks with Imperfect CSI
  14 Sep 2020 0 repositories listed
• EdgeLoc: An Edge-IoT Framework for Robust Indoor Localization Using Capsule Networks
  12 Sep 2020 0 repositories listed
• Optimal Resource Allocation for Delay Minimization in NOMA-MEC Networks
  11 Sep 2020 0 repositories listed
• Binarized Neural Architecture Search for Efficient Object Recognition
  8 Sep 2020 0 repositories listed