ReServE service: an approach to increase reliability in service oriented systems
PaCT'11 Proceedings of the 11th international conference on Parallel computing technologies
Simulating application resilience at exascale
Euro-Par'11 Proceedings of the 2011 international conference on Parallel Processing - Volume 2
The Journal of Supercomputing
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A variety of research problems exist that require considerable time and computational resources to solve. Attempting to solve these problems produces long-running applications that require a reliable and trustworthy system upon which they can be executed. Cluster systems provide an excellent environment upon which to run these applications because of their low cost to performance ratio; however, due to being created using commodity components they are prone to failures. This report surveyed and reviewed the issues currently relating to providing fault tolerance for long-running applications. Several fault tolerance approaches were investigated; however, it was found that rollback-recovery provides a favourable approach for user applications in cluster systems. Two facilities are required to provide fault tolerance using rollback-recovery: checkpointing and recovery. It was shown here that a multitude of work has been done for enhancing checkpointing; however, the intricacies of providing recovery have been neglected. The problems associated with providing recovery include; providing transparent and autonomic recovery, selecting appropriate recovery computers, and maintaining a consistent observable behaviour when an application fails. Copyright © 2009 John Wiley & Sons, Ltd.