DocumentCode :
1481693
Title :
Decentralized QoS-Aware Checkpointing Arrangement in Mobile Grid Computing
Author :
Darby, Paul J., III ; Tzeng, Nian-Feng
Author_Institution :
Center for Adv. Comput. Studies, Univ. of Louisiana at Lafayette, Lafayette, LA, USA
Volume :
9
Issue :
8
fYear :
2010
Firstpage :
1173
Lastpage :
1186
Abstract :
This paper deals with decentralized, QoS-aware middleware for checkpointing arrangement in Mobile Grid (MoG) computing systems. Checkpointing 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 checkpointing arrangements efficiently. With ReD, an MH (mobile host) simply sends its checkpointed data to one selected neighboring MH, and also serves as a stable point of storage for checkpointed data received from a single approved neighboring MH. ReD works to maximize the probability of checkpointed 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 testbed implementation show ReD´s favorable recovery probabilities with respect to Random Checkpointing Arrangement (RCA) middleware, a QoS-blind comparison protocol producing random arbitrary checkpointing arrangements.
Keywords :
checkpointing; grid computing; middleware; mobile computing; quality of service; NP-complete; QoS-aware middleware; collaborative services; mobile grid computing; optimal checkpoint arrangement; random checkpointing arrangement middleware; reliability driven middleware; Checkpointing; computational Grids; decentralized checkpointing; mobile Grid systems; simulation and testbeds.;
fLanguage :
English
Journal_Title :
Mobile Computing, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1233
Type :
jour
DOI :
10.1109/TMC.2010.80
Filename :
5456369
Link To Document :
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