A Stochastic Process Approach to Model Distributed Computing on Complex Networks

In this work we present analytic expressions for the expected values of the performance metrics of parallel applications when the distributed computing infrastructure has a complex topology. Through active probing tests we analyse the structure of a real distributed computing environment. From the r...

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Bibliographic Details
Published in:	Journal of grid computing Vol. 13; no. 2; pp. 215 - 232
Main Authors:	Prieto-Castrillo, Francisco, Astillero, Antonio, Botón-Fernández, María
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.06.2015 Springer Nature B.V
Subjects:	Business metrics Computation Computer networks Computer Science Computer simulation Distributed processing Exact solutions Management of Computing and Information Systems Mathematical analysis Networks Performance measurement Processor Architectures Stochastic processes Structural hierarchy Topology User Interfaces and Human Computer Interaction Distributed computing Stochastic processes Complex networks
ISSN:	1570-7873, 1572-9184
Online Access:	Get full text
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