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New Generations: Sequencing Machines and Their Computational Challenges 被引量:1

New Generations: Sequencing Machines and Their Computational Challenges
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摘要 New generation sequencing systems are changing how molecular biology is practiced. The widely promoted $1000 genome will be a reality with attendant changes for healthcare, including personalized medicine. More broadly the genomes of many new organisms with large samplings from populations will be commonplace. What is less appreciated is the explosive demands on computation, both for CPU cycles and storage as well as the need for new computational methods. In this article we will survey some of these developments and demands. New generation sequencing systems are changing how molecular biology is practiced. The widely promoted $1000 genome will be a reality with attendant changes for healthcare, including personalized medicine. More broadly the genomes of many new organisms with large samplings from populations will be commonplace. What is less appreciated is the explosive demands on computation, both for CPU cycles and storage as well as the need for new computational methods. In this article we will survey some of these developments and demands.
出处 《Journal of Computer Science & Technology》 SCIE EI CSCD 2010年第1期3-9,共7页 计算机科学技术学报(英文版)
基金 supported by NIH under Grant No. R01 HG000225 (DCS) NSF of USA under Grant No. DBI-0501818 (DCS)
关键词 genome sequencing new generation sequencing read mapping optical mapping sequence assembly Eulerian graphs genome sequencing, new generation sequencing, read mapping, optical mapping, sequence assembly, Eulerian graphs
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