Title :
HPC from a self-organisation perspective: The case of crowd steering at the urban scale
Author :
Pianini, Danilo ; Viroli, Mirko ; Zambonelli, Franco ; Ferscha, Alois
Author_Institution :
Univ. di Bologna, Bologna, Italy
Abstract :
HPC normally refers to the aggregation of computational capabilities in such a way that intense computations can be executed in a much shorter time than it would require on a classic end-user machine. In this paper, we propose a different point of view on such matter: focussing on situated self-organising systems, i.e. systems in which myriads of nodes deployed in a physical environment locally cooperate in order to obtain a global coherent and robust behaviour. We show how the intrinsic need of contextual information pushes towards distribution of the computation among such nodes, resembling a sort of high-performance computing system at a urban scale. We exemplify this concept by discussing an experience on designing and simulating a crowd steering application, able to provide users walking directions considering the contingencies, in this case overcrowded areas.
Keywords :
parallel processing; HPC; computational capabilities; contextual information; crowd steering application; high performance computing; self-organisation perspective; situated self-organising systems; Cities and towns; Computational modeling; Context; Global Positioning System; Legged locomotion; XML; Distribution; Self-Organisation; Situatedness;
Conference_Titel :
High Performance Computing & Simulation (HPCS), 2014 International Conference on
Conference_Location :
Bologna
Print_ISBN :
978-1-4799-5312-7
DOI :
10.1109/HPCSim.2014.6903721