Hadoop-based Genome Comparisons

被引:0
|
作者
Heinzlreiter, Paul [1 ]
Krieger, Michael T. [1 ]
Leitner, Iris [1 ]
机构
[1] RISC Software GmbH, A-4232 Hagenberg, Austria
关键词
BigData application; bioinformatics; genome comparison; Hadoop; HBase; MapReduce;
D O I
10.1109/CGC.2012.83
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the ever increasing amounts of data in application areas relevant both for business and research, the requirements for data handling have increased significantly over the last years, often exceeding the capabilities of standard software, which has been used in specific application areas. To face this challenges software needs to be adapted or rewritten to integrate novel big data handling techniques. This paper focuses on the implementation of a genome sequence comparison application from the domain of bioinformatics running on top of Hadoop while relying on HBase for data management and MapReduce jobs for computation.
引用
收藏
页码:695 / 701
页数:7
相关论文
共 50 条
  • [21] Hadoop-based System Design for Website Intrusion Detection and Analysis
    Zhang, Xiaoming
    Wang, Guang
    2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015, : 1171 - 1174
  • [22] Development and Application of Personal Hadoop-Based Big Data Platform
    Wu G.
    Lin F.
    Chang W.-Y.
    Tsai W.-F.
    Lin S.-C.
    Yang C.-T.
    Journal of the Chinese Institute of Civil and Hydraulic Engineering, 2018, 30 (02): : 107 - 120
  • [23] High Throughput WAN Data Transfer with Hadoop-based Storage
    Amin, A.
    Bockelman, B.
    Letts, J.
    Levshina, T.
    Martin, T.
    Pi, H.
    Sfiligoi, I.
    Thomas, M.
    Wueerthwein, F.
    INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP 2010), 2011, 331
  • [24] Exploratory Research on Developing Hadoop-based Data Analytics Tools
    Palit, Henry Novianus
    Dewi, Lily Puspa
    Handojo, Andreas
    Basuki, Kenny
    Mirabel, Mikiavonty Endrawati
    2017 INTERNATIONAL CONFERENCE ON SOFT COMPUTING, INTELLIGENT SYSTEM AND INFORMATION TECHNOLOGY (ICSIIT), 2017, : 160 - 166
  • [25] Research of Hadoop-based digital library data service system
    Hao, Fengjie
    Liu, Fei
    2017 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2017), VOL 1, 2017, : 85 - 88
  • [26] Application of Hadoop-Based Cloud Computing in Teaching Platform Research
    Liu, Chang
    Journal of Interconnection Networks, 2022, 22
  • [27] Hadoop-based index management scheme of power cloud data
    Zhuo, Ling
    Hu, Luo-na
    Wu, Bin
    Wu, Lie
    WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 924 - 933
  • [28] From news to facts: an hadoop-based social graphs analysis
    Puglisi, Piera Laura
    Montanari, Daniele
    Petrella, Alessandro
    Picelli, Marco
    Rossetti, Daniela
    2014 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING & SIMULATION (HPCS), 2014, : 315 - 322
  • [29] A Hadoop-based Principle Component Analysis on Embedded Heterogeneous Platform
    Chen, Sheng-Yen
    Wei, Chia-I
    Chiu, Yu-Chen
    Lai, Bo-Cheng Charles
    2017 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT), 2017,
  • [30] MapReduce model for efficient image retrieval: a Hadoop-based framework
    Maher Alrahhal
    Vinod Kumar Shukla
    International Journal of Information Technology, 2025, 17 (2) : 925 - 939