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Optimal checkpointing period with replicated execution on heterogeneous platforms

Abstract : In this paper, we design and analyze strategies to replicate the execution of an application on two different platforms subject to failures, using checkpointing on a shared stable storage. We derive the optimal pattern size~$W$ for a periodic checkpointing strategy where both platforms concurrently try and execute $W$ units of work before checkpointing. The first platform that completes its pattern takes a checkpoint, and the other platform interrupts its execution to synchronize from that checkpoint. We compare this strategy to a simpler on-failure checkpointing strategy, where a checkpoint is taken by one platform only whenever the other platform encounters a failure. We use first or second-order approximations to compute overheads and optimal pattern sizes, and show through extensive simulations that these models are very accurate. The simulations show the usefulness of a secondary platform to reduce execution time, even when the platforms have relatively different speeds: in average, over a wide range of scenarios, the overhead is reduced by $30\%$. The simulations also demonstrate that the periodic checkpointing strategy is globally more efficient, unless platform speeds are quite close.
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https://hal.inria.fr/hal-01504936
Contributor : Equipe Roma <>
Submitted on : Monday, April 10, 2017 - 4:33:44 PM
Last modification on : Monday, November 16, 2020 - 9:58:08 AM
Long-term archiving on: : Tuesday, July 11, 2017 - 2:28:23 PM

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  • HAL Id : hal-01504936, version 1

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Anne Benoit, Aurélien Cavelan, Valentin Le Fèvre, Yves Robert. Optimal checkpointing period with replicated execution on heterogeneous platforms. [Research Report] RR-9055, INRIA. 2017. ⟨hal-01504936⟩

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