CERN openlab Technical Workshop

Contribution List

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

Thomas Owen James (CERN)

1/22/20, 10:30 AM

Computing Architectures for ML, Data Acquisition and Processing

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

Computing Architectures for ML, Data Acquisition and Processing

3. Partner talk: Micron DLA

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

1/22/20, 11:00 AM

Computing Architectures for ML, Data Acquisition and Processing

4. Data Analytics and IoT for Industrial Control Systems

Filip Siroky (CERN)

1/22/20, 11:25 AM

Computing Architectures for ML, Data Acquisition and Processing

33. WinCC Open Architecture Next Generation Archiver (NGA)

Anthony Hennessey (CERN)

1/22/20, 11:40 AM

Computing Architectures for ML, Data Acquisition and Processing

5. Fast deep neural network inference on FPGAs

Sioni Paris Summers (CERN)

1/22/20, 11:55 AM

Computing Architectures for ML, Data Acquisition and Processing

7. Neuromorphic Computing

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

1/22/20, 12:10 PM

Computing Architectures for ML, Data Acquisition and Processing

43. Fast Simulation with GANs

Sofia Vallecorsa (CERN)

1/22/20, 12:25 PM

Computing Architectures for ML, Data Acquisition and Processing

46. Group photo

1/22/20, 12:40 PM

9. Deep Learning use cases in CMS

Maurizio Pierini (CERN)

1/22/20, 1:45 PM

Computing Architectures for ML, Data Acquisition and Data Processing

10. The LHCb Allen project

Vladimir Gligorov (Centre National de la Recherche Scientifique (FR))

1/22/20, 2:00 PM

Computing Architectures for ML, Data Acquisition and Data Processing

11. The CMS Heterogeneus Computing Revolution

Dr Andrea Bocci (CERN), Felice Pantaleo (CERN)

1/22/20, 2:15 PM

Computing Architectures for ML, Data Acquisition and Data Processing

13. Exploiting Modular HPC in the context of DEEP-EST and ATTRACT projects

Viktor Khristenko (CERN)

1/22/20, 2:30 PM

Computing Architectures for ML, Data Acquisition and Data Processing

44. HEP Workflows as Benchmarks of computing architectures

Domenico Giordano (CERN)

1/22/20, 2:45 PM

Computing Architectures for ML, Data Acquisition and Data Processing

12. Deep Learning in ROOT using GPU

Lorenzo Moneta (CERN)

1/22/20, 3:00 PM

Computing Architectures for ML, Data Acquisition and Data Processing

37. Caching and Processing Wide, Dense, Jagged HEP Data in Apache Spark with Laurelin and Coffea

Andrew Malone Melo (Vanderbilt University (US))

1/22/20, 3:15 PM

Computing Architectures for ML, Data Acquisition and Data Processing

28. Quantum GAN

Su Yeon Chang

1/22/20, 3:50 PM

Quantum Computing

29. Alice Grid Storage Optimization

Mircea-Marian Popa (University Politehnica of Bucharest (RO))

1/22/20, 4:05 PM

Quantum Computing

30. Quantum SVM

Shaojun Sun (University of Wisconsin Madison (US))

1/22/20, 4:20 PM

Quantum Computing

35. Event Classification with Quantum Machine Learning

Koji Terashi (University of Tokyo (JP))

1/22/20, 4:35 PM

Quantum Computing

36. A Quantum Graph Neural Network Approach to Particle Track Reconstruction

Cenk Tuysuz (Middle East Technical University (TR))

1/22/20, 4:50 PM

Quantum Computing

45. OpenQKD - European Quantum Key Distribution Testbed

Florian Froewis

1/22/20, 5:05 PM

Quantum Computing

34. Solving NP-hard combinatorial problems via quantum computing

Prof. Jingbo Wang

1/22/20, 5:20 PM

Quantum Computing

16. Partner talk: Intel OneAPI

Francisco Perez (Intel)

1/23/20, 9:00 AM

Computing Architectures for ML, Data Acquisition and Processing

31. GPU Usage Status & Plans in ATLAS

Attila Krasznahorkay (CERN)

1/23/20, 9:25 AM

Computing Architectures for ML, Data Acquisition and Processing

41. First experience of CMS reconstruction with OneAPI

Andrea Bocci (CERN)

1/23/20, 9:40 AM

Computing Architectures for ML, Data Acquisition and Processing

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

Giovanna Lehmann Miotto (CERN)

1/23/20, 9:50 AM

Computing Architectures for ML, Data Acquisition and Processing

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

Sofia Vallecorsa (CERN)

1/23/20, 10:05 AM

Computing Architectures for ML, Data Acquisition and Processing

32. LHCb Machine Learning Challenges

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

1/23/20, 10:15 AM

Computing Architectures for ML, Data Acquisition and Processing

19. Partner talk: Oracle Single-sided messaging for accelerators: A directional talk

Garret Swart (Oracle)

1/23/20, 10:50 AM

Data Center Technologies

20. Disaster Recovery: from on-premises to cloud

Antonio Nappi (CERN)

1/23/20, 11:15 AM

Data Center Technologies

21. Data analytics in the Cloud

Riccardo Castellotti (CERN)

1/23/20, 11:30 AM

Data Center Technologies

40. Open Days ticket reservation system development and maintenance

Viktor Kozlovszky (CERN)

1/23/20, 11:45 AM

Data Center Technologies

17. Reperforming a Nobel Prize Discovery on Kubernetes and the Google Cloud

Ricardo Brito Da Rocha (CERN)

1/23/20, 12:00 PM

Data Center Technologies

18. EOS Comtrade project

Luca Mascetti (CERN)

1/23/20, 12:15 PM

Data Center Technologies

42. Knowledge Transfer and Medical Applications at CERN

Manuela Cirilli (CERN)

1/23/20, 2:00 PM

Working with other Sciences

23. The BioDynaMo project

Ahmad Siar Hesam (CERN), Lukas Breitwieser (CERN, ETH Zurich)

1/23/20, 2:15 PM

Working with other Sciences

24. The LivingLab project

Alberto Di Meglio (CERN), David Manset

1/23/20, 2:35 PM

Working with other Sciences

38. DL analysis on wearable devices

Anna Ferrari (Milano Bicocca)

1/23/20, 2:55 PM

Working with other Sciences

25. The SmartLinac project

Yann Pierre Donon

1/23/20, 3:10 PM

Working with other Sciences

26. Use of deep learning in UNOSAT

Edoardo Nemni (unitar (CH))

1/23/20, 3:25 PM

Working with other Sciences

27. DNA storage pilot

Alberto Di Meglio (CERN)

Data Center Technologies

8. Fast Simulation with GANs

Dr Sofia Vallecorsa (CERN)

Computing Architectures for ML, Data Acquisition and Data Processing

39. Oracle Autonomous Database and analytics technologies and CERN control systems

Albert Masson (CERN), Manuel Martin Marquez (CERN)

Data Center Technologies

22. Oracle Oracle Management Cloud

Aimilios Tsouvelekakis (CERN)

Data Center Technologies

6. Partner talk: Siemens

Computing Architectures for ML, Data Acquisition and Processing