Tool Your HPC Systems for Data Analytics

Info

[1] Big Data: [http://en.wikipedia.org/wiki/Big_data]

[2] ``data analytics (DA)'' by Margaret Rouse: [http://searchdatamanagement.techtarget.com/definition/data-analytics]

[3] Data analysis: [http://en.wikipedia.org/wiki/Data_Analysis]

[4] Analytics: [http://en.wikipedia.org/wiki/Analytics]

[5] R: [http://www.r-project.org/]

[6] Python: [https://www.python.org/]

[7] Julia: [http://julialang.org/]

[8] Java: [http://en.wikipedia.org/wiki/Java_%28programming_language%29]

[9] Matlab: [http://www.mathworks.com/]

[10] Octave: [http://www.gnu.org/software/octave/]

[11] Scilab: [http://www.scilab.org/]

[12] MapReduce: [http://en.wikipedia.org/wiki/MapReduce]

[13] Hadoop: [http://hadoop.apache.org/]

[14] RHadoop guide: [http://www.rdatamining.com/tutorials/r-hadoop-setup-guide]

[15] General article about database interfaces to R: [http://www.burns-stat.com/r-database-interfaces/]

[16] RSQLite tutorial: [http://sandymuspratt.blogspot.com/2012/11/r-and-sqlite-part-1.html]

[17] Apache HBase: [http://hbase.apache.org]

[18] Neuralnet: [http://gekkoquant.com/2012/05/26/neural-networks-with-r-simple-example/]

[19] SQLite Python tutorial: [http://zetcode.com/db/sqlitepythontutorial/]

[20] PostgreSQL Python tutorial: [http://zetcode.com/db/postgresqlpythontutorial/]

[21] MySQL Python tutorial: [http://zetcode.com/db/mysqlpython/]

[22] A guide to Python frameworks for Hadoop: [http://blog.cloudera.com/blog/2013/01/a-guide-to-python-frameworks-for-hadoop/]

[23] Graphviz: [http://www.graphviz.org]

[24] Matplotlib: [http://matplotlib.org]

[25] Open source; works with Octave, too

[26] PCA: [http://en.wikipedia.org/wiki/Principal_component_analysis]

[27] ``Robust Statistics'' by B. D. Ripley: [http://www.stats.ox.ac.uk/pub/StatMeth/Robust.pdf]

[28] Longhorn: [https://www.tacc.utexas.edu/resources/visualization]

[29] Environment modules: [http://www.admin-magazine.com/HPC/Articles/Environment-Modules]

[30] Lmod: [http://www.admin-magazine.com/HPC/Articles/Lmod-Alternative-Environment-Modules]

[31] HDFS: [http://wiki.apache.org/hadoop/HDFS]

[32] YARN: [http://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html]

[33] ``Map/Reduce on Lustre'' by Nathan Rutman: [http://www.xyratex.com/sites/default/files/Xyratex_white_paper_MapReduce_1-4.pdf]

[34] IEEL tools: [http://www.intel.com/content/www/us/en/software/intel-solutions-for-lustre-software.html]