Name: Fast Machine Learning
Start: 2019-09-10T09:00:00-05:00
End: 2019-09-13T17:00:00-05:00
Location: Fermi National Accelerator Laboratory

Fast Machine Learning

from Tuesday, September 10, 2019 (9:00 AM) to Friday, September 13, 2019 (5:00 PM)

Monday, September 9, 2019
Tuesday, September 10, 2019

9:00 AM Site tours
Site tours
9:00 AM - 12:00 PM
Room: 1 West
1:00 PM
1:00 PM - 3:20 PM
Room: One West
Contributions

1:00 PM Welcome to the LPC - Sergo Jindariani (Fermi National Accelerator Lab. (US))

1:05 PM The IRIS-HEP Blueprint: Concepts and Process - Mark Stephen Neubauer (Univ. Illinois at Urbana-Champaign)

1:25 PM Overview of triggering and real-time systems - Isobel Ojalvo (Princeton University (US))

1:55 PM Future computing architectures - Paolo Calafiura (Lawrence Berkeley National Lab. (US))

2:30 PM Energy-efficient Machine Learning - Andreas Moshovos (University of Toronto)
3:20 PM
3:20 PM - 6:05 PM
Room: 1 West
Contributions

3:20 PM (Fast) Machine Learning at the LHC - Jean-Roch Vlimant (California Institute of Technology (US))

3:50 PM (Fast) Machine Learning in Cosmology - Brian Nord (Fermi National Accelerator Laboratory) Brian Nord (Fermi National Accelerator Laboratory)

4:20 PM (Fast) Machine Learning for Accelerators - Auralee Edelen (SLAC)

4:50 PM (Fast) Machine Learning for Neutrinos - Georgia Karagiorgi

5:20 PM (Fast) Machine Learning for Gravitational Waves - Eliu Huerta Escudero (UIUC)
7:00 PM Workshop Dinner
Workshop Dinner
7:00 PM - 9:00 PM
Room: 1 West The workshop dinner will be on Tuesday at 7 pm at MingHin Cuisine restaurant in Naperville.
Wednesday, September 11, 2019
8:30 AM
8:30 AM - 2:20 PM
Room: 1 West
Contributions

8:30 AM hls4ml status - Jennifer Ngadiuba (CERN)

8:55 AM Real-time AI systems (Academia) - Giuseppe Di Guglielmo (Columbia University)

9:20 AM Real-time AI Systems (Industry) - Jason Vidmar (Xilinx)

9:50 AM Neuromorphic photonics - Charles Roques-Carmes (MIT) Liane Bernstein (MIT)

10:45 AM Heterogenous Computing as a Service (Industry) - Andrew Putnam (Microsoft) Kalin Ovtcharov (Microsoft)

11:20 AM SONIC status - Miaoyuan Liu (Fermi National Accelerator Lab. (US))

11:45 AM Heterogenous Computing as a Service (Academia) - Naif Tarafdar (University of Toronto)

1:15 PM Training over Distributed Computing Systems - Jean-Roch Vlimant (California Institute of Technology (US))

1:35 PM Distributed Training on HPC - Aaron Saxton (University of Illinois, NCSA)

1:55 PM Scalable Systems Laboratory - Robert William Gardner Jr (University of Chicago (US))
2:10 PM
2:10 PM - 3:35 PM
Room: 1 West
Contributions

2:20 PM Real-time RF Processing - EJ Kreinar (Hawkeye360)

2:32 PM Reconstruction at Nova - Thomas Warburton (Fermi National Accelerator Laboratory)

2:44 PM Searching for Black Holes with ML - Sean Condon (MIT)

2:51 PM Deep Cleaning for Gravitational Wave Data - Tri Nguyen (MIT)

3:03 PM Graph NNs for LHC reconstruction - Lindsey Gray (Fermi National Accelerator Lab. (US))
3:15 PM Coffee Break
Coffee Break
3:15 PM - 3:45 PM
Room: 1 West

3:45 PM

3:45 PM - 5:45 PM
Room: Curia II (WH2SW)
Thursday, September 12, 2019
9:00 AM
9:00 AM - 12:15 PM
Room: 1 West
Contributions

9:00 AM Docker and Kubernetes - Maria Acosta (Fermi National Accelerator Laboratory) Maria Acosta Flechas (Fermi National Accelerator Lab. (US))

9:30 AM Azure - Ted Way (Microsoft)

11:15 AM Galapagos - Dylan Sheldon Rankin (Massachusetts Inst. of Technology (US)) Naif Tarafdar (University of Toronto)
2:00 PM
2:00 PM - 5:00 PM
Room: 1 West
Contributions

2:00 PM hls4ml - Javier Mauricio Duarte (Univ. of California San Diego (US)) Sioni Paris Summers (CERN) Zhenbin Wu (University of Illinois at Chicago (US))

3:45 PM hls4ml
Friday, September 13, 2019
9:00 AM
9:00 AM - 5:00 PM
Room: Sunrise (11th floor, NE corner)
Contributions

9:00 AM hls4ml tutorial continued (non-tornado version)

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