Fast Machine Learning

Contribution List

4. Welcome to the LPC

Sergo Jindariani (Fermi National Accelerator Lab. (US))

9/10/19, 1:00 PM

Overview, Challenges, Opportunities

5. The IRIS-HEP Blueprint: Concepts and Process

Mark Stephen Neubauer (Univ. Illinois at Urbana-Champaign)

9/10/19, 1:05 PM

Overview, Challenges, Opportunities

6. Overview of triggering and real-time systems

Isobel Ojalvo (Princeton University (US))

9/10/19, 1:25 PM

Overview, Challenges, Opportunities

7. Future computing architectures

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

9/10/19, 1:55 PM

Overview, Challenges, Opportunities

8. Energy-efficient Machine Learning

Andreas Moshovos (University of Toronto)

9/10/19, 2:30 PM

Overview, Challenges, Opportunities

9. (Fast) Machine Learning at the LHC

Dr Jean-Roch Vlimant (California Institute of Technology (US))

9/10/19, 3:20 PM

Science applications and connections

10. (Fast) Machine Learning in Cosmology

Brian Nord (Fermi National Accelerator Laboratory), Brian Nord (Fermi National Accelerator Laboratory)

9/10/19, 3:50 PM

Science applications and connections

11. (Fast) Machine Learning for Accelerators

Auralee Edelen (SLAC)

9/10/19, 4:20 PM

Science applications and connections

12. (Fast) Machine Learning for Neutrinos

Georgia Karagiorgi

9/10/19, 4:50 PM

Science applications and connections

13. (Fast) Machine Learning for Gravitational Waves

Eliu Huerta Escudero (UIUC)

9/10/19, 5:20 PM

Science applications and connections

31. Workshop Dinner

9/10/19, 7:00 PM

The workshop dinner will be on Tuesday at 7 pm at MingHin Cuisine restaurant in Naperville.

14. hls4ml status

Jennifer Ngadiuba (CERN)

9/11/19, 8:30 AM

Current tools and status

15. Real-time AI systems (Academia)

Giuseppe Di Guglielmo (Columbia University)

9/11/19, 8:55 AM

Current tools and status

16. Real-time AI Systems (Industry)

Jason Vidmar (Xilinx)

9/11/19, 9:20 AM

Current tools and status

17. Neuromorphic photonics

Charles Roques-Carmes (MIT), Liane Bernstein (MIT)

9/11/19, 9:50 AM

Current tools and status

18. Heterogenous Computing as a Service (Industry)

Andrew Putnam (Microsoft), Kalin Ovtcharov (Microsoft)

9/11/19, 10:45 AM

Current tools and status

20. SONIC status

Miaoyuan Liu (Fermi National Accelerator Lab. (US))

9/11/19, 11:20 AM

Current tools and status

19. Heterogenous Computing as a Service (Academia)

Naif Tarafdar (University of Toronto)

9/11/19, 11:45 AM

Current tools and status

21. Training over Distributed Computing Systems

Jean-Roch Vlimant (California Institute of Technology (US))

9/11/19, 1:15 PM

Current tools and status

32. Distributed Training on HPC

Aaron Saxton (University of Illinois, NCSA)

9/11/19, 1:35 PM

Current tools and status

22. Scalable Systems Laboratory

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

9/11/19, 1:55 PM

Current tools and status

24. Real-time RF Processing

EJ Kreinar (Hawkeye360)

9/11/19, 2:20 PM

Lightning round

25. Reconstruction at Nova

Thomas Warburton (Fermi National Accelerator Laboratory)

9/11/19, 2:32 PM

Lightning round

26. Searching for Black Holes with ML

Sean Condon (MIT)

9/11/19, 2:44 PM

Lightning round

29. Deep Cleaning for Gravitational Wave Data

Tri Nguyen (MIT)

9/11/19, 2:51 PM

Lightning round

30. Graph NNs for LHC reconstruction

Lindsey Gray (Fermi National Accelerator Lab. (US))

9/11/19, 3:03 PM

Lightning round

1. Docker and Kubernetes

Maria Acosta (Fermi National Accelerator Laboratory), Maria Acosta Flechas (Fermi National Accelerator Lab. (US))

9/12/19, 9:00 AM

Tutorial

27. Azure

Ted Way (Microsoft)

9/12/19, 9:30 AM

Tutorial

2. Galapagos

Dylan Sheldon Rankin (Massachusetts Inst. of Technology (US)), Naif Tarafdar (University of Toronto)

9/12/19, 11:15 AM

Tutorial

3. hls4ml

Javier Mauricio Duarte (Univ. of California San Diego (US)), Sioni Paris Summers (CERN), Zhenbin Wu (University of Illinois at Chicago (US))

9/12/19, 2:00 PM

Tutorials, office hours

28. hls4ml

9/12/19, 3:45 PM

Tutorials, office hours

33. hls4ml tutorial continued (non-tornado version)

9/13/19, 9:00 AM

Tutorials, office hours

23. Lightning round

Current tools and status