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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 401–450 of 1279 papers

TitleStatusHype
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices—0
Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks—0
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices—0
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge AcceleratorsCode0
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach—0
Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation—0
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach—0
Data Quality in Edge Machine Learning: A State-of-the-Art Survey—0
Efficient Model Compression for Hierarchical Federated Learning—0
Athena: Efficient Block-Wise Post-Training Quantization for Large Language Models Using Second-Order Matrix Derivative Information—0
A motion-based compression algorithm for resource-constrained video camera traps—0
On Hardware-efficient Inference in Probabilistic Circuits—0
Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach—0
Edge Computing for IoT: Novel Insights from a Comparative Analysis of Access Control Models—0
A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge EnvironmentsCode0
eCAR: edge-assisted Collaborative Augmented Reality Framework—0
Controlling Chaos Using Edge Computing Hardware—0
Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach—0
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification—0
ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic TransformersCode0
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot—0
Robust Decentralized Learning with Local Updates and Gradient Tracking—0
Gradient-Congruity Guided Federated Sparse Training—0
C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer Networks—0
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems—0
Joint ADS-B in 5G for Hierarchical Aerial Networks: Performance Analysis and Optimization—0
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing—0
Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections—0
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories—0
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization—0
Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems—0
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal HypergraphsCode0
Comprehensive Survey of Model Compression and Speed up for Vision Transformers—0
Arena: A Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics—0
EasyACIM: An End-to-End Automated Analog CIM with Synthesizable Architecture and Agile Design Space Exploration—0
Mitigating Challenges of the Space Environment for Onboard Artificial Intelligence: Design Overview of the Imaging Payload on SpIRIT—0
Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing—0
Decision Transformers for Wireless Communications: A New Paradigm of Resource Management—0
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep EdgeCode0
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion ModelCode0
A Two Time-Scale Joint Optimization Approach for UAV-assisted MEC—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing Networks—0
DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization—0
Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning—0
TJCCT: A Two-timescale Approach for UAV-assisted Mobile Edge Computing—0
Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse—0
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks—0
Digital Twin-Empowered Task Assignment in Aerial MEC Network: A Resource Coalition Cooperation Approach with Generative Model—0
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