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Edge-computing
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Deep Learning on EDGE devices
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Showing 526–550 of 1279 papers
Title
Date
Tasks
Status
Hype
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
Jun 3, 2025
Edge-computing
Federated Learning
—
Unverified
0
Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing
Apr 12, 2024
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks
Feb 28, 2024
Cloud Computing
Deep Reinforcement Learning
—
Unverified
0
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision
Sep 18, 2021
Decision Making
Edge-computing
—
Unverified
0
A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data
Nov 16, 2023
Edge-computing
Federated Learning
—
Unverified
0
ADEPOS: Anomaly Detection based Power Saving for Predictive Maintenance using Edge Computing
Oct 30, 2018
Anomaly Detection
Edge-computing
—
Unverified
0
A Comprehensive Survey on Aerial Mobile Edge Computing: Challenges, State-of-the-Art, and Future Directions
Aug 30, 2022
Edge-computing
Scheduling
—
Unverified
0
Computational complexity reduction of deep neural networks
Jul 29, 2022
Autonomous Navigation
Edge-computing
—
Unverified
0
Comprehensive Survey of Model Compression and Speed up for Vision Transformers
Apr 16, 2024
Computational Efficiency
Edge-computing
—
Unverified
0
A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT
Oct 2, 2024
Edge-computing
Federated Learning
—
Unverified
0
Edge Computing for IoT: Novel Insights from a Comparative Analysis of Access Control Models
May 13, 2024
Autonomous Vehicles
Cloud Computing
—
Unverified
0
Comparison of edge computing methods in Internet of Things architectures for efficient estimation of indoor environmental parameters with Machine Learning
Feb 7, 2024
Edge-computing
—
Unverified
0
A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization
Jun 3, 2025
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
A Deep Transfer Learning-based Edge Computing Method for Home Health Monitoring
Apr 28, 2021
Edge-computing
Transfer Learning
—
Unverified
0
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
May 6, 2025
Computational Efficiency
Data Augmentation
—
Unverified
0
Energy Efficient Resource Allocation for Mobile-Edge Computation Networks with NOMA
Feb 14, 2019
Edge-computing
—
Unverified
0
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference
Jul 29, 2019
Edge-computing
—
Unverified
0
Compact Recurrent Transformer with Persistent Memory
May 2, 2025
Edge-computing
—
Unverified
0
A Novel Access Control and Privacy-Enhancing Approach for Models in Edge Computing
Nov 6, 2024
Edge-computing
—
Unverified
0
Energy-Efficient Offloading in Delay-Constrained Massive MIMO Enabled Edge Network Using Data Partitioning
Jan 22, 2020
CPU
Edge-computing
—
Unverified
0
Energy-Efficient Multi-UAV-Enabled MEC Systems over Space-Air-Ground Integrated Networks
Sep 23, 2024
Edge-computing
—
Unverified
0
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning
Mar 31, 2021
CPU
Edge-computing
—
Unverified
0
Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints
Apr 27, 2022
Edge-computing
Stochastic Optimization
—
Unverified
0
Energy-Efficient Resource Allocation for NOMA enabled MEC Networks with Imperfect CSI
Sep 14, 2020
Edge-computing
—
Unverified
0
Communication-Efficient Edge AI Inference Over Wireless Networks
Apr 28, 2020
Distributed Computing
Edge-computing
—
Unverified
0
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