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Grid Computing Research LaboratoryState University of New York (SUNY) BinghamtonDepartment of Computer Science |
Deger Cenk Erdil and Michael J. Lewis
"Grid Resource Scheduling with Gossiping Protocols",
The Seventh IEEE International Conference on Peer to Peer
Computing (P2P2007),
Galway, Ireland, September 2-5, 2007.
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Abstract
Grid resource providers can use gossiping to disseminate
their available resource state to remote regions of the
grid to attract application load. Pairwise gossiping protocols
exchange information about limited subsets of other resources
between pairs of potentially remote participants. In epidemic
gossiping protocols, the provider disseminates information to
multiple neighbors, who in turn forward it to their neighbors, and
so on. One important metric for these protocols is their coverage,
which characterizes how many and which resources receive the
information. Coverage characteristics of epidemic protocols are
non-uniform, concentrated within the vicinity of a disseminating
node; they can exhibit bi-modal behavior where information
either reaches distant nodes or dies out quickly. Pairwise gossiping
protocols, on the other hand, provide a more uniform coverage,
but it can take longer for the dissemination to reach desired
uniformity. In this paper, we study performance characteristics
of three gossiping protocols: (1) epidemic gossiping, (2) pairwise
gossiping, and (3) adaptive information dissemination (which is
based on a form of epidemic gossiping). We report experimental
results based on our simulation framework that compare the
three protocols in terms of packet overhead and query satisfaction
rates. We show that pairwise gossiping protocols work best when
resource distribution on the grid is uniform, but that they can be
configured to perform well in support of grid scheduling.