Decentralized QoS-Aware Checkpointing
Arrangement in Mobile Grid Computing
Abstract
This
paper deals with decentralized, QoS-aware middleware for check pointing
arrangement in Mobile Grid (MoG) computing systems.
Check
pointing is more crucial in MoG systems than in their conventional wired
counterparts due to host mobility, dynamicity, less reliable wireless links,
frequent disconnections and variations in mobile systems.
We've
determined the globally optimal checkpoint arrangement to be NP-complete and so
consider Reliability Driven (ReD) middleware, employing decentralized QoS-aware
heuristics, to construct superior check pointing arrangements efficiently.
With
ReD, an MH (mobile host) simply sends its check pointed data to one selected
neighboring MH, and also serves as a stable point of storage for check pointed
data received from a single approved neighboring MH.
ReD
works to maximize the probability of check pointed data recovery during job
execution, increasing the likelihood that a distributed application, executed
on the MoG, completes without sustaining an unrecoverable failure.
It
allows collaborative services to be offered practically and autonomously by the
MoG.
Simulations
and actual tested implementation show ReD's favorable recovery probabilities
with respect to Random Check pointing Arrangement (RCA) middleware, a QoS-blind
comparison protocol producing random arbitrary check pointing arrangements.
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