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Deep Learning on EDGE devices
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Showing 301–325 of 1279 papers
Title
Date
Tasks
Status
Hype
Score
A Lightweight and Privacy-Preserving Authentication Protocol for Mobile Edge Computing
Feb 27, 2020
Cloud Computing
Edge-computing
—
Unverified
0
0
Buffered Asynchronous SGD for Byzantine Learning
Mar 2, 2020
Edge-computing
Federated Learning
—
Unverified
0
0
Bandwidth Slicing to Boost Federated Learning in Edge Computing
Oct 24, 2019
Edge-computing
Federated Learning
—
Unverified
0
0
A Life-long Learning Intrusion Detection System for 6G-Enabled IoV
Jul 22, 2024
class-incremental learning
Class Incremental Learning
—
Unverified
0
0
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing
Jan 17, 2022
Cloud Computing
Edge-computing
—
Unverified
0
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
0
Adaptive DNN Surgery for Selfish Inference Acceleration with On-demand Edge Resource
Jun 21, 2023
Edge-computing
—
Unverified
0
0
A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition
Sep 10, 2024
Activity Recognition
Edge-computing
—
Unverified
0
0
A view synthesis-based 360° VR caching system over MEC-Enabled C-RAN
Oct 1, 2020
Edge-computing
—
Unverified
0
0
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges and Opportunities
Apr 13, 2018
Edge-computing
—
Unverified
0
0
A Very Compact Embedded CNN Processor Design Based on Logarithmic Computing
Oct 13, 2020
Edge-computing
image-classification
—
Unverified
0
0
AVAC: A Machine Learning based Adaptive RRAM Variability-Aware Controller for Edge Devices
May 6, 2020
BIG-bench Machine Learning
Edge-computing
—
Unverified
0
0
AI-Empowered VNF Migration as a Cost-Loss-Effective Solution for Network Resilience
Jan 22, 2021
Edge-computing
—
Unverified
0
0
Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks
Oct 26, 2023
Edge-computing
—
Unverified
0
0
AutoSOS: Towards Multi-UAV Systems Supporting Maritime Search and Rescue with Lightweight AI and Edge Computing
May 7, 2020
Edge-computing
object-detection
—
Unverified
0
0
A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data
Mar 1, 2023
Edge-computing
global-optimization
—
Unverified
0
0
AI-Driven Vehicle Condition Monitoring with Cell-Aware Edge Service Migration
Jun 3, 2025
Edge-computing
—
Unverified
0
0
Auction Based Clustered Federated Learning in Mobile Edge Computing System
Mar 12, 2021
Edge-computing
Federated Learning
—
Unverified
0
0
A Two Time-Scale Joint Optimization Approach for UAV-assisted MEC
Apr 6, 2024
Edge-computing
—
Unverified
0
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
0
Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing
Jan 10, 2020
Anomaly Detection
Edge-computing
—
Unverified
0
0
Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems
Jul 28, 2020
Edge-computing
Federated Learning
—
Unverified
0
0
2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy
Sep 6, 2018
Edge-computing
Neural Network Compression
—
Unverified
0
0
Solving QUBO on the Loihi 2 Neuromorphic Processor
Aug 6, 2024
CPU
Edge-computing
—
Unverified
0
0
A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
May 22, 2025
Edge-computing
—
Unverified
0
0
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