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首页> 外文期刊>International journal of grid and high performance computing >Multiple Sequence Alignments with Regular Expression Constraints on a Cloud Service System
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Multiple Sequence Alignments with Regular Expression Constraints on a Cloud Service System

机译:云服务系统上具有正则表达式约束的多个序列比对

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摘要

Multiple sequence alignments with constraints are of priority concern in computational biology. Constrained sequence alignment incorporates the domain knowledge of biologists into sequence alignments such that the user-specified residues/segments are alignedtogetheraccordingto the alignment results. A series of constrained multiple sequence alignment tools have been developed in relevant literatures in the recent decade. GPU-REMuSiC is the most advanced method with the regular expression constraints, in which graphics processing units (GPUs) with CUDA are used. GPU-REMuSiC can achieve a speedup ratio of 29x for overall computation time based on the experimental results. However, the execution environment of GPU-REMuSiC must be constructed; it is a threshold for biologists to set up it. Therefore, this work presents an intuitive friendly user interface of GPU-REMuSiC for the potential cloud server with GPUs, called Cloud GPU-REMuSiC. Implementing the user interface via a network allows us to transmit the input data to a remote server without a complex cumbersome setting in a local host. Finally, the alignment results can be obtained from a remote cloud server with GPUs. Cloud GPU-REMuSiC is highly promising as an online application that is accessible without time or location constraints.
机译:具有约束条件的多个序列比对是计算生物学中优先考虑的问题。约束序列比对将生物学家的领域知识整合到序列比对中,从而使用户指定的残基/片段根据比对结果一起比对。近十年来在相关文献中已经开发了一系列受限的多序列比对工具。 GPU-REMuSiC是具有正则表达式约束的最先进的方法,其中使用带有CUDA的图形处理单元(GPU)。根据实验结果,GPU-REMuSiC可以使整体计算时间达到29倍的加速比。但是,必须构建GPU-REMuSiC的执行环境。这是生物学家设置它的门槛。因此,这项工作为具有GPU的潜在云服务器(称为Cloud GPU-REMuSiC)提供了GPU-REMuSiC的直观友好的用户界面。通过网络实现用户界面,使我们可以将输入数据传输到远程服务器,而无需在本地主机中进行繁琐的设置。最后,可以从具有GPU的远程云服务器获得对齐结果。 Cloud GPU-REMuSiC作为一种在线应用程序非常有前途,可以不受时间或位置的限制进行访问。

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