Algorithm precisely quantifies flow of information in complex networks

Networks are systems comprised of two or more connected devices, biological organisms or other components, which typically ...
Network World

Meta details cutting-edge networking technologies for AI infrastructure

As part of its standardization efforts, Meta said it would be a key player in the new Ethernet for Scale-Up Networking (ESUN) ...
Tech Xplore

VFF-Net algorithm provides promising alternative to backpropagation for AI training

Deep neural networks (DNNs), which power modern artificial intelligence (AI) models, are machine learning systems that learn ...
Frontiers

Spiking Neural Networks at Scale: Learning Algorithms, Architectures, and Real-World Applications

Spiking Neural Networks (SNNs) are a cutting-edge approach to artificial intelligence, designed to emulate the brain's architecture and functionality. Their ...
IEEE

Network-Calculus-Based Multiregion Joint Routing Algorithm for Large-Scale LEO Satellite Networks

Abstract: With the advantages of low delay, wide coverage, and high throughput, low-Earth-orbit (LEO) satellite networks hold significant potential for establishing globally interconnected networks.
IEEE

Deep Reinforcement Learning-Based Routing Optimization for Software-Defined Satellite Networks

Abstract: The integration of satellite internet with 6G tech-nology is propelling advancements in global communication networks, with satellite systems playing a pivotal role in achieving global ...