Future Analysis Systems and Facilities

Contribution List

1. Welcome, IRIS-HEP Blueprint Activity & Workshop Overview (10')

Mark Neubauer (Univ. Illinois at Urbana Champaign (US))

10/26/20, 9:00 AM

2. End-to-End Analysis Vision & AS Grand Challenge (15'+5')

Kyle Stuart Cranmer (New York University (US))

10/26/20, 9:10 AM

3. Access & Manipulation of Complex Data Structures: Uproot & Awkward Array (10'+5')

Jim Pivarski (Princeton University)

10/26/20, 9:30 AM

4. Columnar Data Analysis: Coffea Tools (10'+5')

Lindsey Gray (Fermi National Accelerator Lab. (US)), Nick Smith (Fermi National Accelerator Lab. (US))

10/26/20, 9:45 AM

6. Lorentz Vector Manipulation and Histogram Handling (10'+5)

Henry Fredrick Schreiner (Princeton University)

10/26/20, 10:00 AM

5. Data Selection & Delivery for Analysis: ServiceX & funcADL (10'+10')

Mason Proffitt (University of Washington (US))

10/26/20, 10:15 AM

28. An Integrated Data Query Pipeline: HEPTables (10'+5')

Gordon Watts (University of Washington (US))

10/26/20, 10:50 AM

7. Template-based Fitting: Cabinetry (10'+5')

Alexander Held (New York University (US))

10/26/20, 11:05 AM

8. Toward Fitting-as-a-Service with pyhf (10'+10')

Matthew Feickert (Univ. Illinois at Urbana Champaign (US))

10/26/20, 11:20 AM

9. Differentiable Programming (15'+5')

Miles Cranmer (Princeton University)

10/26/20, 11:40 AM

10. Distributed Gradients for Differentiable Analysis (10'+5')

Lukas Alexander Heinrich (CERN)

10/26/20, 12:00 PM

11. Simulation-Based Inference: Madminer on REANA (10'+5')

Sinclert Perez Castano (New York University (US))

10/26/20, 12:15 PM

32. Example of Tying Together Components for an Analysis Pipeline

Giordon Holtsberg Stark (University of California,Santa Cruz (US))

10/26/20, 1:10 PM

Future Analysis Systems Discussion

13. Day 1 Wrap-up & Day 2 Outlook

10/26/20, 3:20 PM

14. Summary & Outcomes from Day 1 (10')

Brian Paul Bockelman (University of Wisconsin Madison (US)), Kyle Stuart Cranmer (New York University (US))

10/27/20, 9:00 AM

15. Analysis Facilities - US CMS Computing Operations Perspective (10'+5')

Brian Paul Bockelman (University of Wisconsin Madison (US)), Mike Hildreth (University of Notre Dame (US))

10/27/20, 9:10 AM

16. Analysis Facilities - US ATLAS Computing Operations Perspective (10'+5')

Kaushik De (University of Texas at Arlington (US))

10/27/20, 9:25 AM

30. "Big Church" Analysis Facility Concept (10'+5')

Paolo Calafiura (Lawrence Berkeley National Lab. (US))

10/27/20, 9:40 AM

17. Prototyping Analysis Systems with the IRIS-HEP Scalable Systems Laboratory (10'+10')

Robert William Gardner Jr (University of Chicago (US))

10/27/20, 9:55 AM

18. FABRIC: Friends of Physics (10'+5')

Anita NIkolich (University of Illinois at Urbana-Champaign)

10/27/20, 10:15 AM

19. Data Challenges (10'+10')

Frank Wurthwein (UCSD)

10/27/20, 10:30 AM

29. Toward Arrow-Native Storage and Coffea Processor Integration with SkyHookDM (10'+5')

Dr Ivo Jimenez (UC Santa Cruz), Jeffrey Lefevre (University of California, Santa Cruz)

10/27/20, 11:05 AM

20. Analysis on LHC-Managed Facilities: Coffea-Casa (15'+5')

Oksana Shadura (University of Nebraska Lincoln (US))

10/27/20, 11:20 AM

22. Analysis in the Cloud: Amazon Web Services (10'+5')

Dr Harinder Singh Bawa (California State University (US))

10/27/20, 11:40 AM

23. Analysis in the Cloud: Google Cloud Platform (10'+5')

Johannes Elmsheuser (Brookhaven National Laboratory (US))

10/27/20, 11:55 AM

24. Hyper-parameter optimization for machine learning via iDDS on Grid and HPC Resources (10'+5')

Rui Zhang (University of Wisconsin Madison (US))

10/27/20, 12:10 PM

25. Scalable Parallel Analysis in Python on HPCs (10'+5')

James Kowalkowski (Fermi National Accelerator Lab. (US)), Marc Paterno (Fermi National Accelerator Laboratory (FNAL)), Saba Sehrish (Fermilab)

10/27/20, 12:25 PM

26. Reproducible Analysis Workflows on Heterogeneous Resources (10'+5')

Kenyi Paolo Hurtado Anampa (University of Notre Dame (US))

10/27/20, 12:40 PM

33. Excursion: Efficient Reinterpretation Campaigns with Active Learning (10'+5')

Irina Espejo Morales (New York University)

10/27/20, 12:55 PM

27. Day 2 Wrap-Up & Next Steps

10/27/20, 3:50 PM

21. Analysis on LHC-Managed Facilities: K8-based Tier-3 (10'+10') [TBC]

31. Example of Tying Together Components

Dr Giordon Holtsberg Stark (University of California,Santa Cruz (US))

12. Session 1