Preference-based Matchmaking of Grid Resources With CP-Nets

Abstract

We deal with the problem of preference-based matchmaking of computational resources belonging to a grid. We introduce CP–Nets, a recent development in the field of Artificial Intelligence, as a means to deal with user’s preferences in the context of grid scheduling. We discuss CP–Nets from a theoretical perspective and then analyze, qualitatively and quantitatively, their impact on the matchmaking process, with the help of a grid simulator we developed for this purpose. Many different experiments have been setup and carried out, and we report here our main findings and the lessons learnt.


Tutti gli autori

  • M. Cafaro , M. Mirto , G. Aloisio

Titolo volume/Rivista

JOURNAL OF GRID COMPUTING


Anno di pubblicazione

2013

ISSN

1570-7873

ISBN

Non Disponibile


Numero di citazioni Wos

9

Ultimo Aggiornamento Citazioni

28/04/2018


Numero di citazioni Scopus

16

Ultimo Aggiornamento Citazioni

28/04/2018


Settori ERC

Non Disponibile

Codici ASJC

Non Disponibile