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CERN openlab Technical Workshop

9 Mar 2021, 14:30 → 11 Mar 2021, 18:30 Europe/Zurich

Zoom

Zoom

Maria Girone (CERN)

Description

Participants

Videoconference

CERN openlab Technical Workshop

Zoom Meeting ID: 67639600369
Description: CERN openlab Technical workshop
Host: Kristina Gunne
Alternative hosts: John Cassar, Benoit Loyer, Jonathan Coloigner, Ghislain Magdeleine, Clement Montcharmont, Pascal Pignereau
Useful links: Join via phone
Zoom URL

Kristina Gunne

kristina.gunne@cern.ch

Tuesday 9 March
- 1
  
  Welcome and workshop goals
  
  Speaker: Maria Girone (CERN)
  
  Recording
  
  TW2021MG.pdf
- Exascale technologies for AI, HPC and advanced storage solutions: Unified programming models - Intel OneAPI
  
  Convener: Maria Girone (CERN)
  - 2
    
    Using oneAPI in ATLAS
    
    Speaker: Attila Krasznahorkay (CERN)
    
    Recording
    
    Using oneAPI in ATLAS 2021.03.09..pdf
  - 3
    
    OneAPI for simulation: the AdePT project
    
    Speaker: Daniel-Florin Dosaru
    
    CERN openlab Technical Workshop_ AdePT using oneAPI.pdf
    
    Recording
- Exascale technologies for AI, HPC and advanced storage solutions: Advanced storage solutions
  - 4
    
    DAOS: Nextgen Storage Stack for AI, Big Data and Exascale HPC
    
    Johann Lombardi is a senior principal engineer in the Cloud & Enterprise Solution Group (CESG) at Intel. He started to work on Lustre in 2003 and led the sustaining team in charge of the Lustre file system worldwide support for more than 5 years. He then transitioned to research programs (Fast Forward, ESSIO, CORAL & Path Forward) to lead the development of a storage stack for Exascale HPC, Big Data and AI called DAOS.
    
    Speaker: Johann Lombardi (Intel)
    
    Lombardi_CERN_Workshop.pdf
    
    Recording
  - 5
    
    Exploring DAOS for HEP Data with ROOT RNTuple
    
    Speaker: Jakob Blomer (CERN)
    
    Recording
    
    RNTuple-DAOS-openlab2103.pdf
- 15:40
  
  Coffee break
- Exascale technologies for AI, HPC and advanced storage solutions: Heterogeneous architectures and HPC
  
  Convener: Maria Girone (CERN)
  - 6
    
    The Patatrack project
    
    Speakers: Andrea Bocci, Felice Pantaleo (CERN)
    
    20210309_Felice_openlab_tech_ws.pdf
  - 7
    
    The Allen project
    
    Speaker: Roel Aaij (Nikhef National institute for subatomic physics (NL))
    
    OpenLab_2021_Allen_v2.pdf
  - 8
    
    Towards a Modular SuperComputer Architecture at Exascale: DEEP-EST project
    
    Speaker: Viktor Khristenko (CERN)
    
    Recording
    
    talk.pdf
    
    talk.pptx
  - 9
    
    Benchmarking in HPC
    
    Speaker: David Southwick (CERN)
    
    Benchmarking HPC - openlab technical workshop 21.pdf
    
    Recording
  - 10
    
    Profiling code on NVIDIA GPUs
    
    Speaker: Ingvild Brevik Hoegstoeyl (Norwegian University of Science and Technology (NTNU) (NO))
    
    CERN openlab technical workshop presentation.pdf
    
    Recording
  - 11
    
    Deep learning for the CMS experiment using the Micron DLA
    
    Speaker: Thomas Owen James (CERN)
    
    micron_09032020.pdf
    
    Recording
  - 12
    
    Using deep learning techniques on hardware accelerators for particle identification studies in ProtoDUNE
    
    Speaker: Manuel Rodriguez (CERN)
    
    Recording
    
    RodriguezM_OpenLabWorkshop21.pdf
  - 13
    
    Micron Deep Learning Accelerator, tools and applications
    
    We present Micron Inc. Deep Learning Accelerator (DLA), its software development kits, compiler and applications.
    We introduce current and future DLA versions, and plans for additional software tools and support.
    We also present a summary of current Micron collaboration and DLA-based activities with CERN.
    
    Speakers: Dustin Werran (Micron), Eugenio Culurciello (Micron)
    
    CERN_3_9_2021_Micron_DLA.pdf
    
    Recording
  - 14
    
    Q&A
- 17:40
  
  Coffee break
- Exascale technologies for AI, HPC and advanced storage solutions: Data analytics and services
  
  Convener: Maria Girone (CERN)
  - 15
    
    EOS Productisation
    
    Speakers: Fabio Luchetti (CERN), Luca Mascetti (CERN)
    
    CERN openlab workshop 2021 Comtrade.pdf
    
    Recording
  - 16
    
    CERN openlab projects with Oracle
    
    Speakers: Riccardo Castellotti (CERN), Viktor Kozlovszky (CERN)
    
    castellotti_openlaboracle.pdf
    
    castellotti_openlaboracle.pptx
    
    OpenlabTechnicalWorkshop_20210309_part2_vkozlovs.pdf
    
    OpenlabTechnicalWorkshop_20210309_part2_vkozlovs.pptx
    
    Recording
  - 17
    
    Planet-Scale database and Blockchain for the masses (Talk by Oracle)
    
    Speaker: Wei Hu (Oracle)
    
    Recording
    
    WeiHu_Oracle_CERN talk.pdf
Wednesday 10 March
- AI applications
  
  Convener: Dr Sofia Vallecorsa (CERN)
  - 18
    
    Deep Learning based reconstruction for Dune
    
    Speaker: Marco Rossi (CERN)
    
    pDUNEreco.pdf
    
    Recording
  - 19
    
    Low precision inference (Intel)
    
    Speaker: Florian Rehm (Hochschule Coburg (DE))
    
    OTW - Reduced Precision Computing v4.pdf
    
    Recording
  - 20
    
    Deep Learning deployment on TPUs
    
    Speaker: Renato Paulo Da Costa Cardoso (Universidade de Lisboa (PT))
    
    Deep Learning deployment on TPUs.pdf
    
    Recording
  - 21
    
    Kubernetes and Google Cloud
    
    Speaker: Ricardo Brito Da Rocha (CERN)
    
    Kubernetes and Google Cloud.pdf
    
    Recording
- 16:00
  
  Coffee break
- AI applications
  
  Convener: Sofia Vallecorsa (CERN)
  - 22
    CERN openlab projects with Siemens
    
    Data Analytics for Industrial Control Systems
    
    An update on the Next Generation Archiver project
    
    Speakers: Anthony Hennessey (CERN), Filip Siroky (CERN), Rafal Kulaga (CERN)
    
    CERN_openlab_NGA_20210310.pdf
    
    Recording
    
    Siroky_openlab10March.pdf
  - 23
    
    Edge Computing and AI for Industrial Applications
    
    Speaker: Daniel Schall (Siemens)
    
    20210310_Edge Computing and AI for Industrial Applications.pdf
    
    Recording
- Working with other sciences
  
  Convener: Fons Rademakers (CERN)
  - 24
    
    BioDynaMo: Current Status and Future Outlook
    
    Speaker: Lukas Breitwieser (CERN, ETH Zurich)
    
    biodynamo-lukas-breitwieser.pdf
    
    Recording
  - 25
    
    Private Deep Learning for Healthcare
    
    Speaker: Jose Cabrero Holgueras (University Carlos III (ES))
    
    Private_Deep_Learning_for_Healthcare.pdf
    
    Recording
  - 26
    
    CERN Science for open data -CS4OD project
    
    Speaker: Anna Ferrari (Universita & INFN, Milano-Bicocca (IT))
    
    CS4OD project.pdf
    
    Recording
- 17:35
  
  Coffee break
- Working with other sciences
  
  Convener: Fons Rademakers (CERN)
  - 27
    
    AI for Earth Observation (ESA)
    
    Speaker: Pierre Philippe Mathieu
    
    Recording
  - 28
    
    UNOSAT
    
    Speaker: Edoardo Nemni (unitar (CH))
    
    CERN Technical Workshop 21 - UNOSAT.pptx
    
    Recording
  - 29
    
    SmartLinac/Spikefall
    
    Speaker: Yann Donon (Samara National Research University (RU))
    
    Recording
    
    smartANOMALY.pdf
Thursday 11 March
- Quantum technologies
  
  Convener: Alberto Di Meglio (CERN)
  - 30
    
    Quantum GAN
    
    Speaker: Su Yeon Chang (EPFL - Ecole Polytechnique Federale Lausanne (CH))
    
    QGAN.pdf
    
    QGAN.pptx
    
    Recording
  - 31
    
    Quantum Classifiers for Higgs searches
    
    Speaker: Vasileios Belis (ETH Zurich (CH))
    
    quantum_classifiers_Higgs.pdf
    
    Recording
  - 32
    
    Quantum Reinforcement Learning for Beam Steering
    
    Speakers: Michael Schenk (EPFL - Ecole Polytechnique Federale Lausanne (CH)), Verena Kain (CERN)
    
    OpenlabWorkshop_110321.pdf
    
    OpenlabWorkshop_110321.pptx
    
    Recording
  - 33
    
    Quantum Circuit Optimization for Scientific Applications
    
    Speaker: Koji Terashi (University of Tokyo (JP))
    
    CirqOpt_workshop_110321.pdf
    
    Recording
  - 34
    
    Quantum GNN and hybrid data embedding for particle tracking
    
    Speakers: Carla Sophie Rieger, Cenk Tuysuz (Middle East Technical University (TR))
    
    QTrkX.pdf
    
    Recording
- 16:15
  
  Coffee break
- Quantum technologies
  - 35
    
    IBM talk
- 20 years of CERN openlab and kick-off of phase VII
  
  Convener: Alberto Di Meglio (CERN)
  
  CERN openlab Phase VII Overview 20210311 v2.pdf
  
  Recording