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Edge-computing
Edge-computing
Deep Learning on EDGE devices
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Showing 151–175 of 1279 papers
Title
Date
Tasks
Status
Hype
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach
Jun 3, 2024
Computational Efficiency
Edge-computing
—
Unverified
0
Solving QUBO on the Loihi 2 Neuromorphic Processor
Aug 6, 2024
CPU
Edge-computing
—
Unverified
0
RL-Based User Association and Resource Allocation for Multi-UAV enabled MEC
Apr 8, 2019
Edge-computing
Reinforcement Learning
—
Unverified
0
A Lightweight Deep Learning Model for Human Activity Recognition on Edge Devices
Sep 20, 2019
Activity Recognition
Deep Learning
—
Unverified
0
A Lightweight and Privacy-Preserving Authentication Protocol for Mobile Edge Computing
Feb 27, 2020
Cloud Computing
Edge-computing
—
Unverified
0
Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems
Jul 28, 2020
Edge-computing
Federated Learning
—
Unverified
0
A Life-long Learning Intrusion Detection System for 6G-Enabled IoV
Jul 22, 2024
class-incremental learning
Class Incremental Learning
—
Unverified
0
A learning-based solution approach to the application placement problem in mobile edge computing under uncertainty
Mar 17, 2024
Edge-computing
Stochastic Optimization
—
Unverified
0
Adaptive DNN Surgery for Selfish Inference Acceleration with On-demand Edge Resource
Jun 21, 2023
Edge-computing
—
Unverified
0
2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy
Sep 6, 2018
Edge-computing
Neural Network Compression
—
Unverified
0
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges and Opportunities
Apr 13, 2018
Edge-computing
—
Unverified
0
AI-Empowered VNF Migration as a Cost-Loss-Effective Solution for Network Resilience
Jan 22, 2021
Edge-computing
—
Unverified
0
Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks
Oct 26, 2023
Edge-computing
—
Unverified
0
AI-Driven Vehicle Condition Monitoring with Cell-Aware Edge Service Migration
Jun 3, 2025
Edge-computing
—
Unverified
0
AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment -- Challenges and Solutions
Feb 11, 2020
Decision Making
Deep Reinforcement Learning
—
Unverified
0
Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing
Jan 10, 2020
Anomaly Detection
Edge-computing
—
Unverified
0
Attention-based Feature Compression for CNN Inference Offloading in Edge Computing
Nov 24, 2022
Decoder
Edge-computing
—
Unverified
0
Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality
May 15, 2023
Continual Learning
Edge-computing
—
Unverified
0
A Two Time-Scale Joint Optimization Approach for UAV-assisted MEC
Apr 6, 2024
Edge-computing
—
Unverified
0
AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP
Dec 16, 2024
Anomaly Detection
Distributed Computing
—
Unverified
0
A Hybrid Edge Classifier: Combining TinyML-Optimised CNN with RRAM-CMOS ACAM for Energy-Efficient Inference
Feb 14, 2025
Edge-computing
Template Matching
—
Unverified
0
Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach
Aug 9, 2021
Anomaly Detection
Edge-computing
—
Unverified
0
A Heuristically Self-Organised Linguistic Attribute Deep Learning in Edge Computing For IoT Intelligence
Jun 8, 2020
Attribute
Decision Making
—
Unverified
0
A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization
Oct 14, 2023
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
A Hardware-Efficient ADMM-Based SVM Training Algorithm for Edge Computing
Jul 23, 2019
CPU
Edge-computing
—
Unverified
0
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