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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

D. Parnas

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Review Open access 2025

Graph Neural Network-Based Motion Planning for Mobile Robots

Major GNN architectures are reviewed, including Graph Convolutional Networks (GCNs), Graph Attention Networks (GATs), GraphSAGE, and Message Passing Neural Networks (MPNNs), and their applications in warehouse automation, autonomous vehicles, service robots, drones, and search-and-rescue missions are discussed.

Ken Iverson, D. Parnas · 0 citations
Open access 2024

Intelligent Workflow Scheduling for Distributed Data Processing Systems

An intelligent workflow scheduling framework that improves performance through adaptive decision-making, predictive analytics, and machine learning, and addresses key challenges like load balancing, scalability, energy efficiency, and fault tolerance is proposed.

D. Parnas · 0 citations

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