Rosa Filgueira

My Codes

 

 

 I have gathered at my GitHub repository several reserach works developed during the last 5 years.

 

All of them have a description about what is the work (README) stored, the source code, instructions for running the codes, and several reading material (presentations or/and papers).

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• Data Science Projects at BGS

  • Tweets Classification by applying CNN and SVM approaches

  • The 10 Questions of Data Science: From data to insights-

  • Automatic Information retrieval and extraction from volcanic ash advisory centers for further analysis

  • Presentation (summary) of  BGS data science projects

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• HPC Optimization techniques:

  • Adaptive compression techniques for MPI operations

  • Optimization techniques for MPI collective IO operations

  • MPI performance analysis tools

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• Python library for volcanic and rock physics data analysis

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• 1000 Genome mutation data analysis

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• Scientific workflows

  • dispel4py: python library to describe abstract workflows for distributed data-intensive science

  • dispel4py training material

  • Scientific applications programmed by using dispel4py

  • Pegasus and dispel4py hybrid workflows for data-intensive science

    • Pegasus and dispel4py Docker container

    • Storm cluster Docker container

    • MPI cluster Docker container