Fast Machine Learning

from Tuesday, September 10, 2019 (9:00 AM) to Friday, September 13, 2019 (5:00 PM)
Fermi National Accelerator Laboratory (1 West)

        : Sessions
    /     : Talks
        : Breaks
Sep 10, 2019
Sep 11, 2019
Sep 12, 2019
Sep 13, 2019
AM
9:00 AM
Site tours - Nhan Viet Tran (Fermi National Accelerator Lab. (US)) (until 12:00 PM) (1 West)
8:30 AM
Current tools and status (until 2:20 PM) (1 West)
8:30 AM hls4ml status - Jennifer Ngadiuba (CERN)   (1 West)
8:55 AM Real-time AI systems (Academia) - Giuseppe Di Guglielmo (Columbia University)   (1 West)
9:20 AM Real-time AI Systems (Industry) - Jason Vidmar (Xilinx)   (1 West)
9:50 AM Neuromorphic photonics - Liane Bernstein (MIT) Charles Roques-Carmes (MIT)   (1 West)
10:15 AM --- Coffee break ---
10:45 AM Heterogenous Computing as a Service (Industry) - Kalin Ovtcharov (Microsoft) Andrew Putnam (Microsoft)   (1 West)
11:20 AM SONIC status - Miaoyuan Liu (Fermi National Accelerator Lab. (US))   (1 West)
11:45 AM Heterogenous Computing as a Service (Academia) - Naif Tarafdar (University of Toronto)   (1 West)
12:15 PM --- Group Photo (Wilson Hall front steps) ---
12:16 PM --- Lunch ---
1:15 PM Training over Distributed Computing Systems - Jean-Roch Vlimant (California Institute of Technology (US))   (1 West)
1:35 PM Distributed Training on HPC - Aaron Saxton (University of Illinois, NCSA)   (1 West)
1:55 PM Scalable Systems Laboratory - Robert William Gardner Jr (University of Chicago (US))   (1 West)
9:00 AM
Tutorial (until 12:15 PM) (1 West)
9:00 AM Docker and Kubernetes - Maria Acosta Flechas (Fermi National Accelerator Lab. (US)) Maria Acosta (Fermi National Accelerator Laboratory)   (1 West)
9:30 AM Azure - Ted Way (Microsoft)   (1 West)
10:45 AM --- Coffee ---
11:15 AM Galapagos - Naif Tarafdar (University of Toronto) Dylan Sheldon Rankin (Massachusetts Inst. of Technology (US))   (1 West)
9:00 AM
Tutorials, office hours (until 5:00 PM) (Sunrise (11th floor, NE corner))
9:00 AM hls4ml tutorial continued (non-tornado version)   (Sunrise (11th floor, NE corner))
PM
1:00 PM
Overview, Challenges, Opportunities (until 3:20 PM) (One West)
1:00 PM Welcome to the LPC - Sergo Jindariani (Fermi National Accelerator Lab. (US))   (One West)
1:05 PM The IRIS-HEP Blueprint: Concepts and Process - Mark Stephen Neubauer (Univ. Illinois at Urbana-Champaign)   (One West)
1:25 PM Overview of triggering and real-time systems - Isobel Ojalvo (Princeton University (US))   (One West)
1:55 PM Future computing architectures - Paolo Calafiura (Lawrence Berkeley National Lab. (US))   (One West)
2:30 PM Energy-efficient Machine Learning - Andreas Moshovos (University of Toronto)   (One West)
3:00 PM --- Coffee break ---
3:20 PM
Science applications and connections (until 6:05 PM) (1 West)
3:20 PM (Fast) Machine Learning at the LHC - Dr Jean-Roch Vlimant (California Institute of Technology (US))   (1 West)
3:50 PM (Fast) Machine Learning in Cosmology - Brian Nord (Fermi National Accelerator Laboratory) Brian Nord (Fermi National Accelerator Laboratory)   (1 West)
4:20 PM (Fast) Machine Learning for Accelerators - Auralee Edelen (SLAC)   (1 West)
4:50 PM (Fast) Machine Learning for Neutrinos - Georgia Karagiorgi   (1 West)
5:20 PM (Fast) Machine Learning for Gravitational Waves - Eliu Huerta Escudero (UIUC)   (1 West)
7:00 PM Workshop Dinner   (1 West)
2:10 PM
Lightning round (until 3:35 PM) (1 West)
2:20 PM Real-time RF Processing - EJ Kreinar (Hawkeye360)   (1 West)
2:32 PM Reconstruction at Nova - Thomas Warburton (Fermi National Accelerator Laboratory)   (1 West)
2:44 PM Searching for Black Holes with ML - Sean Condon (MIT)   (1 West)
2:51 PM Deep Cleaning for Gravitational Wave Data - Tri Nguyen (MIT)   (1 West)
3:03 PM Graph NNs for LHC reconstruction - Lindsey Gray (Fermi National Accelerator Lab. (US))   (1 West)
3:15 PM --- Coffee Break ---
3:45 PM
IRIS-HEP & Community planning breakout (until 5:45 PM) (Curia II (WH2SW))
2:00 PM
Tutorials, office hours (until 5:00 PM) (1 West)
2:00 PM hls4ml - Zhenbin Wu (University of Illinois at Chicago (US)) Javier Mauricio Duarte (Univ. of California San Diego (US)) Sioni Paris Summers (CERN)   (1 West)
3:15 PM --- Coffee ---
3:45 PM hls4ml   (1 West)