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, 10 September 2019 (09:00) to Friday, 13 September 2019 (17:00)

Monday, 9 September 2019
Tuesday, 10 September 2019

09:00 Site tours
Site tours
09:00 - 12:00
Room: 1 West
13:00
13:00 - 15:20
Room: One West
Contributions

13:00 Welcome to the LPC - Sergo Jindariani (Fermi National Accelerator Lab. (US))

13:05 The IRIS-HEP Blueprint: Concepts and Process - Mark Stephen Neubauer (Univ. Illinois at Urbana-Champaign)

13:25 Overview of triggering and real-time systems - Isobel Ojalvo (Princeton University (US))

13:55 Future computing architectures - Paolo Calafiura (Lawrence Berkeley National Lab. (US))

14:30 Energy-efficient Machine Learning - Andreas Moshovos (University of Toronto)
15:20
15:20 - 18:05
Room: 1 West
Contributions

15:20 (Fast) Machine Learning at the LHC - Jean-Roch Vlimant (California Institute of Technology (US))

15:50 (Fast) Machine Learning in Cosmology - Brian Nord (Fermi National Accelerator Laboratory) Brian Nord (Fermi National Accelerator Laboratory)

16:20 (Fast) Machine Learning for Accelerators - Auralee Edelen (SLAC)

16:50 (Fast) Machine Learning for Neutrinos - Georgia Karagiorgi

17:20 (Fast) Machine Learning for Gravitational Waves - Eliu Huerta Escudero (UIUC)
19:00 Workshop Dinner
Workshop Dinner
19:00 - 21:00
Room: 1 West The workshop dinner will be on Tuesday at 7 pm at MingHin Cuisine restaurant in Naperville.
Wednesday, 11 September 2019
08:30
08:30 - 14:20
Room: 1 West
Contributions

08:30 hls4ml status - Jennifer Ngadiuba (CERN)

08:55 Real-time AI systems (Academia) - Giuseppe Di Guglielmo (Columbia University)

09:20 Real-time AI Systems (Industry) - Jason Vidmar (Xilinx)

09:50 Neuromorphic photonics - Charles Roques-Carmes (MIT) Liane Bernstein (MIT)

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

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

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

13:15 Training over Distributed Computing Systems - Jean-Roch Vlimant (California Institute of Technology (US))

13:35 Distributed Training on HPC - Aaron Saxton (University of Illinois, NCSA)

13:55 Scalable Systems Laboratory - Robert William Gardner Jr (University of Chicago (US))
14:10
14:10 - 15:35
Room: 1 West
Contributions

14:20 Real-time RF Processing - EJ Kreinar (Hawkeye360)

14:32 Reconstruction at Nova - Thomas Warburton (Fermi National Accelerator Laboratory)

14:44 Searching for Black Holes with ML - Sean Condon (MIT)

14:51 Deep Cleaning for Gravitational Wave Data - Tri Nguyen (MIT)

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

15:45

15:45 - 17:45
Room: Curia II (WH2SW)
Thursday, 12 September 2019
09:00
09:00 - 12:15
Room: 1 West
Contributions

09:00 Docker and Kubernetes - Maria Acosta (Fermi National Accelerator Laboratory) Maria Acosta Flechas (Fermi National Accelerator Lab. (US))

09:30 Azure - Ted Way (Microsoft)

11:15 Galapagos - Dylan Sheldon Rankin (Massachusetts Inst. of Technology (US)) Naif Tarafdar (University of Toronto)
14:00
14:00 - 17:00
Room: 1 West
Contributions

14:00 hls4ml - Javier Mauricio Duarte (Univ. of California San Diego (US)) Sioni Paris Summers (CERN) Zhenbin Wu (University of Illinois at Chicago (US))

15:45 hls4ml
Friday, 13 September 2019
09:00
09:00 - 17:00
Room: Sunrise (11th floor, NE corner)
Contributions

09:00 hls4ml tutorial continued (non-tornado version)

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