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- W2016461387 abstract "Graphics Processing Units (GPUs) are increasingly used to solve non-graphical scientific problems. However, it has been shown that the reliability of the GPUs is a concern because of the occurrence of the soft and hard errors. The checkpoint/restart is the most commonly used technique to achieve fault tolerance in the presence of failures. This work present an application-level checkpoint scheme for systems composed of GPUs. Our scheme exploits the benefits of the divide-and-conquer technique and of the communication-computation overlapping to improve the execution time and checkpoint overhead. By dividing the problem and checkpointing in n subprocesses, we show that our scheme improves the checkpoint overhead by a factor of n. We also show that dividing the problem with finer granularity is not beneficial." @default.
- W2016461387 created "2016-06-24" @default.
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- W2016461387 date "2010-05-01" @default.
- W2016461387 modified "2023-10-16" @default.
- W2016461387 title "Coarse grain computation-communication overlap for efficient application-level checkpointing for GPUs" @default.
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- W2016461387 doi "https://doi.org/10.1109/eit.2010.5612125" @default.
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