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    Wendelin - Wendelin vs. Hadoop

    Wendelin vs. Hadoop
    • Last Update:2020-08-04
    • Version:001
    • Language:en

    Wendelin vs. Hadoop

      Wendelin Hadoop
    High-level programming language Python  Java
    Low-level language C/C++/FORTRAN N/A
    Standard data structure Numpy N/A
    Native x86 compiler Numba N/A
    GPU compiler Parakeet N/A
    Machine learning Scikit-learn Weka
    Distributed storage NEO Spark
    Distributed processing ERP5 Activity Job Tracker
    Management portal ERP5 Data Cloudera Manager
    Natural language processing NLTK Lucene
    Video processing OpenCV-python N/A
    Financial statistics Pandas N/A
    Distributed index MariaDB
    Cloud deployment and orchestration SlapOS Zookeeper

    Wendelin focuses on python based data analytics and in particular on Numpy standard whereas Hadoop mostly related to Java programming world. Thanks to this, Wendelin can benefit more quickly from the growing homogenization of scientific computing on python. Some similarities however exist between both architectures as illustrated in the following table, with some typical examples of software components used in both cases.