Data plumbing: moving data across frameworks

Data plumbing: moving data across frameworks

Jim Pivarski

Princeton University ? DIANA

May 11, 2017

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Why worry about moving data?

We're all here because we think that HEP can benefit from machine learning techniques.

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Why worry about moving data?

We're all here because we think that HEP can benefit from machine learning techniques. The most advanced techniques are being developed outside of HEP, using (what are becoming) industry standard tools.

3 / 50

Why worry about moving data?

We're all here because we think that HEP can benefit from machine learning techniques. The most advanced techniques are being developed outside of HEP, using (what are becoming) industry standard tools. Problem: our HEP protocols and formats won't work with them without some modification or export.

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Why worry about moving data?

We're all here because we think that HEP can benefit from machine learning techniques.

The most advanced techniques are being developed outside of HEP, using (what are becoming) industry standard tools.

Problem: our HEP protocols and formats won't work with them without some modification or export.

This talk is about solutions to that problem.

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