InfoQ

AWS Replaces Fat-Tree Data Center Networks with Random Graph Theory, Cutting Routers by 69%

AWS disclosed that Resilient Network Graphs, a flat network architecture based on quasi-random graph theory, is now the ...
IEEE

Generating Temporal Contact Graphs Using Random Walkers

Abstract: We study human mobility networks through timeseries of contacts between individuals. Our proposed Random Walkers Induced temporal Graph (RWIG) model generates temporal graph sequences based ...
IEEE

Graph Pointer Network Assisted Deep Reinforcement Learning for Virtualized Network Embedding

Abstract: Network Function Virtualization (NFV) improves the flexibility and scalability of network services and reduces operating costs. As the core of research on network virtualization, Virtual ...