Computer Science ›› 2016, Vol. 43 ›› Issue (Z6): 502-504, 528.doi: 10.11896/j.issn.1002-137X.2016.6A.118

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Application of Spark in Human Genome

DING Dong-liang, WU Dong-yue and YU Fu-li   

  • Online:2018-11-14 Published:2018-11-14

Abstract: The human genome as a kind of the high-value and the precious big data is badly in need for efficient and accurate analysis.In view of the high-latency fatal weakness of the traditional cloud framework Hadoop,the cloud platform Spark emerges in response to the needs of times.The human genome data system based on Spark will make great contributions to the early detection or treatment of the disease and birth defects.

Key words: Human genome,Big data,Spark

[1] 赵广荣,杨冬,白姝,等.现代生命科学与生物技术[M].天津:天津大学出版社,2008
[2] 严霄凤,张德馨.大数据研究[J].计算机技术与发展,2013,3(4):168-172
[3] 孙磊,胡学龙,张晓斌,等.生物医学大数据处理的云计算解决方案[J].电子测量与仪器学报,2014,8(11):1190-1197
[4] 胡秀.基于Web的数据挖掘技术的研究[J].软件导刊,2015,4(1):149-150
[5] 米允龙,米春桥,刘文奇.海量数据挖掘过程相关技术研究进展[J].计算机科学与探索,2015,9(6):641-659
[6] Zhang Shu-fen,Yan Hong-can,Chen Xue-bin.Research on Key Technologies of Cloud Computing[C]∥2012 International Conference on Medical Physics and Biomedical Engineering.2012:1791-1797
[7] 卢小宾,王涛.Google三大云计算技术对海量数据分析流程的技术改进优化研究[J].图书情报工作,2015,9(3):6-11
[8] 崔杰,李陶深,兰红星.基于Hadoop的海量数据存储平台设计与开发[J].计算机研究与发展,2012,9(21):12-18
[9] 林清滢.基于Hadoop的云计算模型[J].现代计算机,2010(7):114-116
[10] 王家林.大数据Spark企业级实战[M].北京:电子工业出版社,2015
[11] Wu Leng-dong,Yuan Li-yan,You Jia-huai.Survey of Large-Scale Data Management Systems for Big Data Applications[J].Journal of Computer Science and Technology,2015,30(1):163-183
[12] 陈虹君.基于Hadoop平台的Spark框架研究[J].电脑知识与技术,2014,0(35):8407-8408
[13] 胡俊,胡贤德,程家兴.基于Spark的大数据混合计算模型[J].计算机系统应用,2015,4(4):214-218
[14] 所剑,王大广,刘泽锋.早期胃癌诊断和治疗[J].中国实用外科杂志,2011,1(8):717-719

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