Description: The Resonant framework is an open, extensible platform for data management, analytics, and visualization (http://resonant.kitware.com). The Training and demonstrations provided on the Resonant HPCMP Solutions for Cyber and Machine Learning project will cover the following topics:
- Using the Girder Data Management System to access, retrieve, and store HPC data
- Python Client/Jupyter Notebooks for prototyping and code development
- Scalable processing using Girder Workers
- Data Analysis and Machine Learning with Pandas and Scikit-Learn
- Recent plug-ins developed for DoD HPC users
- Discussion of the project's goals and future work
- Save and load data from tape archive
- Extending the system to perform streaming data analysis
- Storing and navigating HDF5 data
- Deployment with Singularity containers
- Performing processing with Spark
Presenter(s): Zach Mullen and Chris Kotfila, Kitware, Inc.
Location: Wright Brothers Institute (Tec^Edge) 5000 Springfield St, Dayton, OH
Date & Time: August 1-2, 2019, 9:00a - 5:00p ET
Distribution Statement D. Distribution authorized to the Department of Defense and U.S. DoD contractors only, Administrative or Operational Use, 26 July 2019. Other requests for this document shall be referred to the High Performance Computing Modernization Office, 3909 Halls Ferry Road, Vicksburg, MS 39180.