Search and Congestion in Complex Networks
Alex Arenas (1), Antonio Cabrales (2), Albert Diaz-Guilera (3), Roger, Guimera (4), Fernando Vega-Redondo (5) ((1) Departament d'Enginyeria, Informatica, Universitat Rovira i Virgili, Tarragona, (2) Departament, d'Economia i Empresa, Universitat Pompeu Fabra
TL;DR
This paper introduces a model for communication in complex networks that addresses search efficiency and congestion, providing a framework to identify optimal network structures for improved performance.
Contribution
It presents a novel model and framework for analyzing and optimizing search and congestion in complex networks.
Findings
Identifies network structures that optimize search efficiency.
Provides insights into congestion management in network communication.
Offers a general framework applicable to various network types.
Abstract
A model of communication that is able to cope simultaneously with the problems of search and congestion is presented. We investigate the communication dynamics in model networks and introduce a general framework that enables a search of optimal structures.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.