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Distributed Computing

Papers

Showing 150 of 379 papers

TitleStatusHype
Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures0
Centroid Approximation for Byzantine-Tolerant Federated Learning0
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction0
Accessibility Barriers in Multi-Terabyte Public Datasets: The Gap Between Promise and Practice0
Compositional and Equilibrium-Free Conditions for Power System Stability -- Part II: Method and Application0
Distributed Beamforming Using Decentralized Time Synchronization in a Six-Element Array0
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware0
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey0
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End DevicesCode0
Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise0
You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models0
Tree-Guided L_1-Convex ClusteringCode0
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future DirectionsCode1
Goal-oriented Spectrum Sharing: Trading Edge Inference Power for Data Streaming Performance0
Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association0
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum SystemsCode0
Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform0
A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments0
Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity0
Continuous K-Max Bandits0
Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game0
DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices0
General Coded Computing in a Probabilistic Straggler Regime0
Byzantine-Robust Federated Learning over Ring-All-Reduce Distributed Computing0
Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks0
Secure Resource Allocation via Constrained Deep Reinforcement Learning0
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration0
Distributed Mixture-of-Agents for Edge Inference with Large Language ModelsCode0
Computation-and-Communication Efficient Coordinated Multicast Beamforming in Massive MIMO Networks0
A Survey on Inference Optimization Techniques for Mixture of Experts ModelsCode3
AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP0
CrossVIT-augmented Geospatial-Intelligence Visualization System for Tracking Economic Development DynamicsCode0
Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning0
Deep Learning, Machine Learning, Advancing Big Data Analytics and Management0
Iterative Distributed Multinomial RegressionCode0
AI Benchmarks and Datasets for LLM Evaluation0
Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows0
Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness0
Body-Resonance Human Body Communication0
Online Parallel Multi-Task Relationship Learning via Alternating Direction Method of MultipliersCode0
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey0
Flexible Coded Distributed Convolution Computing for Enhanced Fault Tolerance and Numerical Stability in Distributed CNNs0
V2X-Assisted Distributed Computing and Control Framework for Connected and Automated Vehicles under Ramp Merging ScenarioCode0
Optimization and Application of Cloud-based Deep Learning Architecture for Multi-Source Data Prediction0
Asynchronous Stochastic Gradient Descent with Decoupled Backpropagation and Layer-Wise Updates0
Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraint0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Handy Appetizer0
Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning0
Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning0
Stability of Primal-Dual Gradient Flow Dynamics for Multi-Block Convex Optimization Problems0
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