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High Performance and High Throughput Bioinformatics: Accelerate Time Consuming Bioinformatics Applications and Extract Knowledge from Large Amount of Biological Data
Luobin Yang
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High Performance and High Throughput Bioinformatics: Accelerate Time Consuming Bioinformatics Applications and Extract Knowledge from Large Amount of Biological Data
Luobin Yang
Bioinformatics is an exciting new interdiscipline. This book introduces how computer hardware platforms (computer cluster, FPGA, and GPU) can be used to accelerate time-consuming bioinformatics applications and also introduces two bioinformatics data analysis pipelines to extract knowledge from large amount of biological data. This book has the following contents: A parallel phylogenetic bootstrap analysis program that can greatly reduce the computational time when running one a computer cluster, a parallel k-means data clustering algorithm that can run on a Field Programmable Gate Array (FPGA), a parallel k-means data clustering algorithm that can run on a modern Graphics Processing Unit (GPU), a data analysis pipeline that can apply gene set enrichment analysis on non-human organisms to predict human health consequences of a given treatment based on the responses in non-human organisms, and a data analysis pipeline to detect differentially expressed genes in organisms without a reference genome sequence using transcriptome analysis by sequencing (RNA-seq)
Medie | Bøger Paperback Bog (Bog med blødt omslag og limet ryg) |
Udgivet | 7. juni 2012 |
ISBN13 | 9783659148644 |
Forlag | LAP LAMBERT Academic Publishing |
Antal sider | 120 |
Mål | 150 × 7 × 226 mm · 185 g |
Sprog | Engelsk |
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