de Bruijn图路径构造的有效内存利用

Vivek Shahare, Ahatsham, N. Arora, Nidhi Mouje
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引用次数: 0

摘要

大内存需求成为NGS技术面临的挑战,因为内存是每个应用程序的瓶颈。需要降低de Bruijn图的内存利用率,使其能够适应低内存空间。这项工作为de Bruijn图提供了有效的内存利用。最小化器将读操作分成许多小分区,目的是每个分区都可以一个接一个地加载到主存中;它们分别处理,然后合并形成简单的德布鲁因图路径。这减少了构建德布鲁因图时所需的空间使用。
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An Efficient Memory Utilization for Path Construction of a de Bruijn Graph
The large memory requirement becomes the challenge for the NGS technologies, as the memory is the bottleneck for every application. There is need to reduce the memory utilization for the de Bruijn graph, so as to it could fit in low memory space. This work provides the efficient memory utilization for the de Bruijn graph. The minimizer breaks the reads into numerous little partitions with the goal that every partition could be loaded into main memory one by one; they process separately then later on merge to form the simple path of de Bruijn graph. This reduces the space usage required during construction of de Bruijn graph.
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