TY - GEN
T1 - Estimating reliability of grid systems using Bayesian networks
AU - Doguc, O.
AU - Ramirez-Marquez, J. E.
PY - 2008
Y1 - 2008
N2 - With the rapid spread of computational environments for large-scale applications, computational grid systems are becoming popular in various areas. In general, a grid service needs to use a set of resources to complete certain tasks. Thus, in order to provide a grid service, allocating required resources to the grid is necessary. The conventional reliability models have some common assumptions that cannot be applied to the grid systems. This paper discusses the use of Bayesian networks as an efficient tool for estimating grid service reliability.
AB - With the rapid spread of computational environments for large-scale applications, computational grid systems are becoming popular in various areas. In general, a grid service needs to use a set of resources to complete certain tasks. Thus, in order to provide a grid service, allocating required resources to the grid is necessary. The conventional reliability models have some common assumptions that cannot be applied to the grid systems. This paper discusses the use of Bayesian networks as an efficient tool for estimating grid service reliability.
KW - Bayesian networks
KW - Grid system reliability
KW - K2
UR - http://www.scopus.com/inward/record.url?scp=62649105175&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=62649105175&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:62649105175
SN - 160132068X
SN - 9781601320681
T3 - Proceedings of the 2008 International Conference on Grid Computing and Applications, GCA 2008
SP - 123
EP - 128
BT - Proceedings of the 2008 International Conference on Grid Computing and Applications, GCA 2008
T2 - 2008 International Conference on Grid Computing and Applications, GCA 2008
Y2 - 14 July 2008 through 17 July 2008
ER -