DIANA Meeting - Avro and Numpy for Spark and machine learning

40/R-B10 (CERN)



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Jim Pivarski (Princeton University) , Nhan Viet Tran (Fermi National Accelerator Lab. (US)) , Valentin Y Kuznetsov (Cornell University (US))
Experiences writing from CMSSW to industry-standard file formats for interoperability with big data and machine learning tools.
    • 17:30 17:40
      Overview of file formats 10m
      Speaker: Jim Pivarski (Princeton University)
    • 17:40 18:00
      Usage of BigData tools for HEP (meta)-data 20m
      Speaker: Valentin Y Kuznetsov (Cornell University (US))
    • 18:00 18:10
      Writing Avro directly from CMSSW 10m
      Speaker: Nhan Viet Tran (Fermi National Accelerator Lab. (US))
    • 18:10 18:20
      Reading ROOT files with a pure-Java I/O library 10m
      Speaker: Viktor Khristenko (The University of Iowa (US))