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Grid Computing Research LaboratoryState University of New York (SUNY) BinghamtonDepartment of Computer Science |
Deger Cenk Erdil, Michael J. Lewis, and Nael Abu-Ghazaleh,
"Proxy-based Grid Information Dissemination",
Workshop on Large-Scale and Volatile Desktop Grids, (in conjunction with
IPDPS'07),
Long Beach, CA, March, 2007.
[PDF]
[bibtex]
Abstract
Resource scheduling in large-scale, volatile desktop grids
is challenging because resource state is both dynamic and
eclectic. Matching available resources with requests is
not always possible with existing approaches. Partial dissemination
protocols, such as gossiping, may provide efficient
schedules when resource requesters are located near
providers that can meet their needs. However, when requesters
are distant from available resources, regular information
dissemination techniques can waste communication
bandwidth with futile messages. Thus, it may be advantageous
to attempt to advertise to select remote regions of the
grid, without necessarily also going through all intermediate
nodes. This paper proposes dissemination proxies to increase
coverage footprints and reduce dissemination overhead.
We incorporate selecting and adjusting the amount
of proxy nodes into an adaptive dissemination algorithm,
and show that dissemination proxies are able to reduce dissemination
overhead, and handle available resource distribution
scenarios where regular information dissemination
approaches may not produce efficient protocols. We also
report initial results that indicate that randomly selecting
nodes to serve as proxies can perform as well as strategies
that select seemingly better-qualified proxies.