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BLESS 2: accurate memory-efficient and fast error correctionmethod

机译:无2:准确高效存储和快速错误纠正方法

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摘要

>Summary: The most important features of error correction tools for sequencing data are accuracy, memory efficiency and fast runtime. The previous version of BLESS was highly memory-efficient and accurate, but it was too slow to handle reads from large genomes. We have developed a new version of BLESS to improve runtime and accuracy while maintaining a small memory usage. The new version, called BLESS 2, has an error correction algorithm that is more accurate than BLESS, and the algorithm has been parallelized using hybrid MPI and OpenMP programming. BLESS 2 was compared with five top-performing tools, and it was found to be the fastest when it was executed on two computing nodes using MPI, with each node containing twelve cores. Also, BLESS 2 showed at least 11% higher gain while retaining the memory efficiency of the previous version for large genomes. >Availability and implementation: Freely available at >Contact: >Supplementary information: are availableat Bioinformatics online.
机译:>摘要:用于数据排序的纠错工具最重要的功能是准确性,内存效率和快速运行时间。以前的BLESS版本具有很高的存储效率和准确性,但是它太慢了,无法处理大型基因组的读取。我们开发了BLESS的新版本,以提高运行时间和准确性,同时保持较小的内存使用量。新版本称为BLESS 2,具有比BLESS更准确的纠错算法,并且该算法已使用混合MPI和OpenMP编程进行了并行化。将BLESS 2与五个性能最高的工具进行比较,发现它是在使用MPI的两个计算节点上执行时最快的,每个节点包含十二个内核。此外,BLES 2表现出至少高出11%的增益,同时保留了先前版本对大型基因组的存储效率。 >可用性和实施​​:可在>联系方式免费获得:>补充信息:在在线生物信息学上。

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