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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 3 of 13: papers 201 to 300 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.

• Communication-Computation Trade-Off in Resource-Constrained Edge Inference
  3 Jun 2020 1 repository listed
• pAElla: Edge-AI based Real-Time Malware Detection in Data Centers
  7 Apr 2020 1 repository listed
• Multipath Computation Offloading for Mobile Augmented Reality
  23 Mar 2020 1 repository listed
• Orbital Edge Computing: Nanosatellite Constellations as a New Class of Computer System
  9 Mar 2020 1 repository listed
• Robustness analytics to data heterogeneity in edge computing
  12 Feb 2020 1 repository listed
• SparseIDS: Learning Packet Sampling with Reinforcement Learning
  10 Feb 2020 1 repository listed
• Towards Hardware-Aware Tractable Learning of Probabilistic Models
  1 Dec 2019 1 repository listed
• FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
  8 Nov 2019 1 repository listed
• BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems
  31 Oct 2019 1 repository listed
• EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing
  30 Sep 2019 1 repository listed
• F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point Clouds
  13 Sep 2019 1 repository listed
• Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networks
  3 Sep 2019 1 repository listed
• Machine Learning at the Network Edge: A Survey
  31 Jul 2019 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Convergence of Edge Computing and Deep Learning: A Comprehensive Survey
  19 Jul 2019 1 repository listed
• Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications
  2 Jul 2019 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Constructing Energy-efficient Mixed-precision Neural Networks through Principal Component Analysis for Edge Intelligence
  4 Jun 2019 1 repository listed
• DeepShift: Towards Multiplication-Less Neural Networks
  30 May 2019 1 repository listed
• Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps
  8 Jan 2019 1 repository listed
• Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
  3 Dec 2018 1 repository listed
• Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge
  23 Apr 2018 1 repository listed
• Adaptive Federated Learning in Resource Constrained Edge Computing Systems
  14 Apr 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• B-DCGAN:Evaluation of Binarized DCGAN for FPGA
  29 Mar 2018 1 repository listed
• A Quantization-Friendly Separable Convolution for MobileNets
  22 Mar 2018 1 repository listed
• QTCAJOSA: Low-Complexity Joint Offloading and Subchannel Allocation for NTN-Enabled IoMT
  17 Jul 2025 0 repositories listed
• ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge
  8 Jul 2025 0 repositories listed
• Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach
  8 Jul 2025 0 repositories listed
• Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning
  8 Jul 2025 0 repositories listed
• QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models
  8 Jul 2025 0 repositories listed
• MAIZX: A Carbon-Aware Framework for Optimizing Cloud Computing Emissions
  24 Jun 2025 0 repositories listed
• Federated Learning-Based Data Collaboration Method for Enhancing Edge Cloud AI System Security Using Large Language Models
  22 Jun 2025 0 repositories listed
• Joint Computation Offloading and Resource Allocation for Uncertain Maritime MEC via Cooperation of UAVs and Vessels
  18 Jun 2025 0 repositories listed
• One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification
  17 Jun 2025 0 repositories listed
• Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods
  12 Jun 2025 0 repositories listed
• SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving
  11 Jun 2025 0 repositories listed
• HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems
  10 Jun 2025 0 repositories listed
• Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems
  10 Jun 2025 0 repositories listed
• Federated Learning on Stochastic Neural Networks
  9 Jun 2025 0 repositories listed
• Computation Capacity Maximization for Pinching Antennas-Assisted Wireless Powered MEC Systems
  9 Jun 2025 0 repositories listed
• Design and Implementation of a RISC-V SoC with Custom DSP Accelerators for Edge Computing
  7 Jun 2025 0 repositories listed
• An SCMA Receiver for 6G NTN based on Multi-Task Learning
  5 Jun 2025 0 repositories listed
• Cloud-Based Interoperability in Residential Energy Systems
  5 Jun 2025 0 repositories listed
• cuVSLAM: CUDA accelerated visual odometry and mapping
  4 Jun 2025 0 repositories listed
• Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning
  4 Jun 2025 0 repositories listed
• A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization
  3 Jun 2025 0 repositories listed
• AI-Driven Vehicle Condition Monitoring with Cell-Aware Edge Service Migration
  3 Jun 2025 0 repositories listed
• Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
  3 Jun 2025 0 repositories listed
• FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems
  3 Jun 2025 0 repositories listed
• Generative AI for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning
  3 Jun 2025 0 repositories listed
• Maximizing the Promptness of Metaverse Systems using Edge Computing by Deep Reinforcement Learning
  3 Jun 2025 0 repositories listed
• Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study
  30 May 2025 0 repositories listed
• Knowledge Distillation for Reservoir-based Classifier: Human Activity Recognition
  29 May 2025 0 repositories listed
• Stochastic Geometry-Based Performance Evaluation for LEO Satellite-Assisted Space Caching
  27 May 2025 0 repositories listed
• Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation
  23 May 2025 0 repositories listed
• A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
  22 May 2025 0 repositories listed
• InTreeger: An End-to-End Framework for Integer-Only Decision Tree Inference
  21 May 2025 0 repositories listed
• Neuromorphic Mimicry Attacks Exploiting Brain-Inspired Computing for Covert Cyber Intrusions
  21 May 2025 0 repositories listed
• Deep Unfolding with Kernel-based Quantization in MIMO Detection
  19 May 2025 0 repositories listed
• KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation
  19 May 2025 0 repositories listed
• MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units
  13 May 2025 0 repositories listed
• Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems
  12 May 2025 0 repositories listed
• Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
  6 May 2025 0 repositories listed
• Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach
  6 May 2025 0 repositories listed
• Compact Recurrent Transformer with Persistent Memory
  2 May 2025 0 repositories listed
• Smart Environmental Monitoring of Marine Pollution using Edge AI
  30 Apr 2025 0 repositories listed
• Towards Intelligent Edge Sensing for ISCC Network: Joint Multi-Tier DNN Partitioning and Beamforming Design
  30 Apr 2025 0 repositories listed
• Intelligent Task Offloading in VANETs: A Hybrid AI-Driven Approach for Low-Latency and Energy Efficiency
  29 Apr 2025 0 repositories listed
• Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization
  26 Apr 2025 0 repositories listed
• Full-Duplex ISCC for Low-Altitude Networks: Resource Allocation and Coordinated Beamforming
  25 Apr 2025 0 repositories listed
• Switch-Based Multi-Part Neural Network
  25 Apr 2025 0 repositories listed
• EdgePoint2: Compact Descriptors for Superior Efficiency and Accuracy
  24 Apr 2025 0 repositories listed
• A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation
  22 Apr 2025 0 repositories listed
• Blockchain Meets Adaptive Honeypots: A Trust-Aware Approach to Next-Gen IoT Security
  22 Apr 2025 0 repositories listed
• COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference
  22 Apr 2025 0 repositories listed
• Hadamard product in deep learning: Introduction, Advances and Challenges
  17 Apr 2025 0 repositories listed
• Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification
  16 Apr 2025 0 repositories listed
• Scalable Multi-task Edge Sensing via Task-oriented Joint Information Gathering and Broadcast
  16 Apr 2025 0 repositories listed
• Real-time Object and Event Detection Service through Computer Vision and Edge Computing
  15 Apr 2025 0 repositories listed
• Adaptive Synaptogenesis Implemented on a Nanomagnetic Platform
  14 Apr 2025 0 repositories listed
• Lightweight Trustworthy Distributed Clustering
  14 Apr 2025 0 repositories listed
• Undermining Federated Learning Accuracy in EdgeIoT via Variational Graph Auto-Encoders
  14 Apr 2025 0 repositories listed
• Explainability and Continual Learning meet Federated Learning at the Network Edge
  11 Apr 2025 0 repositories listed
• Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices
  11 Apr 2025 0 repositories listed
• MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers
  11 Apr 2025 0 repositories listed
• Learning in Spiking Neural Networks with a Calcium-based Hebbian Rule for Spike-timing-dependent Plasticity
  9 Apr 2025 0 repositories listed
• Neural Signal Compression using RAMAN tinyML Accelerator for BCI Applications
  9 Apr 2025 0 repositories listed
• FedSAUC: A Similarity-Aware Update Control for Communication-Efficient Federated Learning in Edge Computing
  7 Apr 2025 0 repositories listed
• Optimistic Learning for Communication Networks
  4 Apr 2025 0 repositories listed
• Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML
  3 Apr 2025 0 repositories listed
• Industrial Internet Robot Collaboration System and Edge Computing Optimization
  3 Apr 2025 0 repositories listed
• Efficient and Sustainable Task Offloading in UAV-Assisted MEC Systems via Meta Deep Reinforcement Learning
  1 Apr 2025 0 repositories listed
• Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications
  26 Mar 2025 0 repositories listed
• UAV-Assisted MEC for Disaster Response: Stackelberg Game-Based Resource Optimization
  26 Mar 2025 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Safe Autonomous Driving with RICS-Assisted MEC
  25 Mar 2025 0 repositories listed
• FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-off
  21 Mar 2025 0 repositories listed
• Adaptive Orchestration for Inference of Large Foundation Models at the Edge
  19 Mar 2025 0 repositories listed
• Advanced Relay-Based Collaborative Framework for Optimizing Synchronization in Split Federated Learning over Wireless Networks
  18 Mar 2025 0 repositories listed
• Joint ADS-B in B5G for Hierarchical UAV Networks: Performance Analysis and MEC Based Optimization
  18 Mar 2025 0 repositories listed
• Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading
  18 Mar 2025 0 repositories listed
• DeepSeek-Inspired Exploration of RL-based LLMs and Synergy with Wireless Networks: A Survey
  13 Mar 2025 0 repositories listed
• Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring
  12 Mar 2025 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.