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 TokuDB Spider Sphinx Solr 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.