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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 1001–1050 of 1279 papers

TitleStatusHype
Towards AIOps in Edge Computing Environments—0
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning—0
Towards Big data processing in IoT: network management for online edge data processing—0
Byzantine-resilient Decentralized Stochastic Gradient Descent—0
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets—0
Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things—0
Towards Deterministic End-to-end Latency for Medical AI Systems in NVIDIA Holoscan—0
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware—0
Towards Efficient Model-Heterogeneity Federated Learning for Large Models—0
Towards Energy Efficient Distributed Federated Learning for 6G Networks—0
Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoT—0
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring—0
Towards Intelligent Edge Sensing for ISCC Network: Joint Multi-Tier DNN Partitioning and Beamforming Design—0
Towards Self-learning Edge Intelligence in 6G—0
Towards Sustainable Satellite Edge Computing—0
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services—0
Training Deep Neural Networks with Constrained Learning Parameters—0
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning—0
Training Machine Learning models at the Edge: A Survey—0
Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing—0
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing—0
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability—0
Trustworthy Graph Neural Networks: Aspects, Methods and Trends—0
TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning—0
TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic—0
TSNet-SAC: Leveraging Transformers for Efficient Task Scheduling—0
TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing—0
tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI—0
Turbo: Opportunistic Enhancement for Edge Video Analytics—0
Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG—0
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach—0
UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning—0
UAV-Assisted MEC for Disaster Response: Stackelberg Game-Based Resource Optimization—0
UAV-Assisted Relaying and Edge Computing: Scheduling and Trajectory Optimization—0
UAV-Enabled Mobile Edge Computing: Offloading Optimization and Trajectory Design—0
Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces—0
Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence—0
Uncertainty Estimation in Multi-Agent Distributed Learning—0
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices—0
Undermining Federated Learning Accuracy in EdgeIoT via Variational Graph Auto-Encoders—0
Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing—0
Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks—0
Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices—0
URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing—0
V2N Service Scaling with Deep Reinforcement Learning—0
Variable Resolution Pixel Quantization for Low Power Machine Vision Application on Edge—0
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks—0
Vectorized Adjoint Sensitivity Method for Graph Convolutional Neural Ordinary Differential Equations—0
Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks—0
Virtualization of Tiny Embedded Systems with a robust real-time capable and extensible Stack Virtual Machine REXAVM supporting Material-integrated Intelligent Systems and Tiny Machine Learning—0
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