CERN openlab Technical Workshop

Session

Computing Architectures for ML, Data Acquisition and Processing

22 Jan 2020, 10:30

503/1-001 - Council Chamber (CERN)

1. FPGA-based Machine Learning Inference for CMS with the Micron Deep Learning Accelerator

Thomas Owen James (CERN)

22/01/2020, 10:30

2. Prototyping of a DL-based Particle Identification System for the Dune Neutrino Detector

Manuel Jesus Rodriguez Alonso (CERN)

22/01/2020, 10:45

3. Partner talk: Micron DLA

Marko Vitez (Sr. Machine Learning Software Engineer, Micron)

22/01/2020, 11:00

4. Data Analytics and IoT for Industrial Control Systems

Filip Siroky (CERN)

22/01/2020, 11:25

33. WinCC Open Architecture Next Generation Archiver (NGA)

Anthony Hennessey (CERN)

22/01/2020, 11:40

5. Fast deep neural network inference on FPGAs

Sioni Paris Summers (CERN)

22/01/2020, 11:55

7. Neuromorphic Computing

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

22/01/2020, 12:10

43. Fast Simulation with GANs

Sofia Vallecorsa (CERN)

22/01/2020, 12:25

16. Partner talk: Intel OneAPI

Francisco Perez (Intel)

23/01/2020, 09:00

31. GPU Usage Status & Plans in ATLAS

Attila Krasznahorkay (CERN)

23/01/2020, 09:25

41. First experience of CMS reconstruction with OneAPI

Andrea Bocci (CERN)

23/01/2020, 09:40

15. DAQDB: a key-value store for data acquisition

Giovanna Lehmann Miotto (CERN)

23/01/2020, 09:50

14. Deep Learning for de-noising DUNE data on Power

Sofia Vallecorsa (CERN)

23/01/2020, 10:05

32. LHCb Machine Learning Challenges

Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

23/01/2020, 10:15

6. Partner talk: Siemens