CERN openlab Technical Workshop

Session

Computing Architectures for ML, Data Acquisition and Processing

Jan 22, 2020, 10:30 AM

503/1-001 - Council Chamber (CERN)

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

Thomas Owen James (CERN)

1/22/20, 10:30 AM

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

Manuel Jesus Rodriguez Alonso (CERN)

1/22/20, 10:45 AM

3. Partner talk: Micron DLA

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

1/22/20, 11:00 AM

4. Data Analytics and IoT for Industrial Control Systems

Filip Siroky (CERN)

1/22/20, 11:25 AM

33. WinCC Open Architecture Next Generation Archiver (NGA)

Anthony Hennessey (CERN)

1/22/20, 11:40 AM

5. Fast deep neural network inference on FPGAs

Sioni Paris Summers (CERN)

1/22/20, 11:55 AM

7. Neuromorphic Computing

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

1/22/20, 12:10 PM

43. Fast Simulation with GANs

Sofia Vallecorsa (CERN)

1/22/20, 12:25 PM

16. Partner talk: Intel OneAPI

Francisco Perez (Intel)

1/23/20, 9:00 AM

31. GPU Usage Status & Plans in ATLAS

Attila Krasznahorkay (CERN)

1/23/20, 9:25 AM

41. First experience of CMS reconstruction with OneAPI

Andrea Bocci (CERN)

1/23/20, 9:40 AM

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

Giovanna Lehmann Miotto (CERN)

1/23/20, 9:50 AM

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

Sofia Vallecorsa (CERN)

1/23/20, 10:05 AM

32. LHCb Machine Learning Challenges

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

1/23/20, 10:15 AM

6. Partner talk: Siemens