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Big data: Astronomical or genomical?
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نویسنده
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stephens z.d. ,lee s.y. ,faghri f. ,campbell r.h. ,zhai c. ,efron m.j. ,iyer r. ,schatz m.c. ,sinha s. ,robinson g.e.
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منبع
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plos biology - 2015 - دوره : 13 - شماره : 7
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چکیده
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Genomics is a big data science and is going to get much bigger,very soon,but it is not known whether the needs of genomics will exceed other big data domains. projecting to the year 2025,we compared genomics with three other major generators of big data: astronomy,youtube,and twitter. our estimates show that genomics is a “four-headed beast”—it is either on par with or the most demanding of the domains analyzed here in terms of data acquisition,storage,distribution,and analysis. we discuss aspects of new technologies that will need to be developed to rise up and meet the computational challenges that genomics poses for the near future. now is the time for concerted,communitywide planning for the “genomical” challenges of the next decade. © 2015 stephens et al.
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آدرس
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coordinated science laboratory and department of electrical and computer engineering,university of illinois at urbana-champaign,urbana,il, United States, coordinated science laboratory and department of electrical and computer engineering,university of illinois at urbana-champaign,urbana,il, United States, department of computer science,university of illinois at urbana-champaign,urbana,il, United States, department of computer science,university of illinois at urbana-champaign,urbana,il, United States, carl r. woese institute for genomic biology and department of computer science,university of illinois at urbana-champaign,urbana,il, United States, school of library and information science,university of illinois at urbana-champaign,urbana,il, United States, coordinated science laboratory and department of electrical and computer engineering,university of illinois at urbana-champaign,urbana,il, United States, simons center for quantitative biology,cold spring harbor laboratory,cold spring harbor,new york, United States, carl r. woese institute for genomic biology and department of computer science,university of illinois at urbana-champaign,urbana,il, United States, carl r. woese institute for genomic biology,university of illinois at urbana-champaign,urbana,il, United States
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Authors
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