Future Analysis Systems and Facilities

Contribution List

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

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

26/10/2020, 09:00

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

Kyle Stuart Cranmer (New York University (US))

26/10/2020, 09:10

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

Jim Pivarski (Princeton University)

26/10/2020, 09:30

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

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

26/10/2020, 09:45

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

Henry Fredrick Schreiner (Princeton University)

26/10/2020, 10:00

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

Mason Proffitt (University of Washington (US))

26/10/2020, 10:15

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

Gordon Watts (University of Washington (US))

26/10/2020, 10:50

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

Alexander Held (New York University (US))

26/10/2020, 11:05

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

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

26/10/2020, 11:20

9. Differentiable Programming (15'+5')

Miles Cranmer (Princeton University)

26/10/2020, 11:40

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

Lukas Alexander Heinrich (CERN)

26/10/2020, 12:00

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

Sinclert Perez Castano (New York University (US))

26/10/2020, 12:15

32. Example of Tying Together Components for an Analysis Pipeline

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

26/10/2020, 13:10

Future Analysis Systems Discussion

13. Day 1 Wrap-up & Day 2 Outlook

26/10/2020, 15:20

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

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

27/10/2020, 09:00

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))

27/10/2020, 09:10

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

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

27/10/2020, 09:25

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

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

27/10/2020, 09:40

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

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

27/10/2020, 09:55

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

Anita NIkolich (University of Illinois at Urbana-Champaign)

27/10/2020, 10:15

19. Data Challenges (10'+10')

Frank Wurthwein (UCSD)

27/10/2020, 10:30

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)

27/10/2020, 11:05

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

Oksana Shadura (University of Nebraska Lincoln (US))

27/10/2020, 11:20

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

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

27/10/2020, 11:40

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

Johannes Elmsheuser (Brookhaven National Laboratory (US))

27/10/2020, 11:55

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

Rui Zhang (University of Wisconsin Madison (US))

27/10/2020, 12:10

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)

27/10/2020, 12:25

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

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

27/10/2020, 12:40

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

Irina Espejo Morales (New York University)

27/10/2020, 12:55

27. Day 2 Wrap-Up & Next Steps

27/10/2020, 15:50

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