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Analysis Ecosystem Workshop II

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Auditorium Joliot Curie (IJCLab)

Auditorium Joliot Curie

IJCLab

Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
Description

HSF LogoIRIS-HEP LogoIJCLab Logo

 

As part of the search for Beyond the Standard Model physics, an array of next generation particle, nuclear and astroparticle experiments are under construction by global collaborations worldwide. These include the High-Luminosity Large Hadron Collider (HL-LHC) at CERN, the Deep Underground Neutrino Experiment (DUNE) at Fermilab, the Electron Ion Collider (EIC) at Brookhaven National Laboratory, the Facility for Antiproton and Ion Research at GSI, and many others.

These experiments are massive data generators and the cutting edge data science challenges are significant. For example, the HL-LHC experiments are expected to produce exabytes of science data each year.  Discoveries require analyzing these huge data volumes and understanding extremely complex instruments, with ever more sophisticated algorithms.  The development of highly performant data analysis systems that reduce "time-to-insight" and maximize physics potential is crucial. This involves the continued innovation by existing community tools like ROOT, new cutting-edge data science tools, the development of dedicated analysis facilities, advanced machine learning and entirely new routes to explore, such as differentiable programming.

It has been five years since the first Analysis Ecosystems Workshop organised by the HSF in 2017. Since that time many changes have happened, with the advent of new projects, tools, and data formats, intense activity and progress in established projects. Still, the challenge of efficient analysis for the HL-LHC era is not yet solved and so the HSF and IRIS-HEP, together with IJCLab, are organising the Second Analysis Ecosystems Workshop.

Topics for the workshop will include, amongst others:

  • Analysis Facilities
  • ML tools and differentiable computing workflows
  • “Real-time” trigger-level analysis
  • Analysis User Experience and Declarative Languages
  • Analysis on reduced formats or specialist inputs
  • Bookkeeping and systematics handling

As a workshop, there will be limited presentations, lots of time for discussion and a written outcome that summarises the workshop’s conclusions and points the way forward.

Organisers:

  • Alexander Held
  • Allison Reinsvold Hall
  • Eduardo Rodrigues
  • Elizabeth Sexton-Kennedy
  • Giulio Eulisse
  • Gordon Watts
  • Graeme A Stewart
  • Jana Schaarschmidt
  • Jim Pivarski
  • Jonas Rembser
  • Loukas Gouskos
  • Lukas Heinrich
  • Michel Jouvin
  • Mike Sokoloff
  • Nathan Simpson
  • Nicole Skidmore
  • Oksana Shadura
  • Paul Laycock
  • Pere Mato Vila
  • Peter Elmer
  • Stephan Hageboeck
  • Teng Jian Koo

Workshop Photo

ijclab.png
Introduce Yourself
Live Notes
Outcomes Draft Document
Reading List
Workshop Picture.jpg
Workshop Report, arXiv:2212.04889
Maps and Travel
Contact
Participants
125 View full list
  • Monday 23 May
    • 1
      Pickup badges and lunch tickets Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • Plenary Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • 10:30
      Coffee Break Espace Joliot Curie

      Espace Joliot Curie

      IJCLab
    • Plenary Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • 12:30
      Lunch Cantine

      Cantine

      IJCLab

      Building 230
    • Analysis Facilities Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
      • 12
        AFs in CERN
        Speaker: Enric Tejedor Saavedra (CERN)
        AF@CERN - Analysis Ecosystems Workshop II.pdf
      • 13
        AFs in CMS
        Speaker: Lindsey Gray (Fermi National Accelerator Lab. (US))
      • 14
        AFs in ATLAS
        Speakers: Alessandra Forti (University of Manchester (GB)), Lukas Alexander Heinrich (CERN)
      • 15
        AFs in LHCb
        Speaker: Dr Nicole Skidmore (University of Manchester)
        Analysis facilities @ LHCb (1).pdf
      • 16
        Discussion "Bridging analysis frameworks stakeholders and resource providers for future analysis HL-LHC facilities"
        • Integrating different types of resources/”aaS” available on demand: public and private clouds, and Kubernetes (k8s): what is the best “recipe” for AF?
        • "How to marry interactivity with distributed computation?" aspects related to e.g. UI design, resource management policies and debugging tools.
        • Analysis containerization, feedback from point of view of users, AF architects, resource providers
        • Idea of “dream” Analysis Facility, metrics and evaluation of successful AF characteristics
        Speakers: Nicole Skidmore (University of Manchester), Oksana Shadura (University of Nebraska Lincoln (US))
    • ML and Autodiff Workflows 200-1-101

      200-1-101

      IJCLab
    • Metadata and Systematics 100-0-A018

      100-0-A018

      IJCLab
    • 16:30
      Coffee Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • Plenary Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
  • Tuesday 24 May
    • 28
      News of the Day Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
      Tuesday News of the Day Slide.pdf
    • Plenary Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • 33
      Group Photo Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • 10:25
      Coffee Espace Joliot Curie

      Espace Joliot Curie

      IJCLab
    • Analysis User Experience and Declarative Languages Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
      • 34
        Documentation, examples, benchmarking, interoperability

        4 aspects of documentation: https://documentation.divio.com/

        interoperability examples:
        - histograms: Josh's ROOT workshop talk https://indico.fnal.gov/event/23628/contributions/237985/
        - RDataFrame / awkward: Ianna's ROOT workshop talk https://indico.fnal.gov/event/23628/contributions/240305/
        - statistical models: RooFit, zfit, pyhf, ...

        UX_ADL_parallel_session.pdf
      • 35
        Additional topics & follow-up from previous day

        lessons to be learned from Julia,
        future of ADL,
        ...

    • Reduced Formats 100-0-Salle des Conseils

      100-0-Salle des Conseils

      IJCLab
    • 12:40
      Lunch Cantine

      Cantine

      IJCLab

      Building 230
    • Crossover Sessions: Analysis Facilities & AI and Autodiff & UX and Declarative Languages Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
      AF_UX_ADL_ML_parallel_session.pdf
      Cross-over_ Reduced Formats _ Metadata+Systematics.pdf
    • 16:00
      Coffee Espace Joliot Curie

      Espace Joliot Curie

      IJCLab
    • BoFs and Breakouts: Let’s Define the Steps of an Analysis Workflow 100-0-A018

      100-0-A018

      IJCLab
      Convener: Benjamin Galewsky (Univ. Illinois at Urbana Champaign (US))
      Whiteboard
      • 40
        Discussion: Let’s Define the Steps of an Analysis Workflow
        Speaker: Benjamin Galewsky (Univ. Illinois at Urbana Champaign (US))
        Whiteboard
    • Crossover Sessions: Reduced Formats & Bookkeeping and Systematics 100-0-Salle des Conseils

      100-0-Salle des Conseils

      IJCLab
      AF_UX_ADL_ML_parallel_session.pdf
      Cross-over_ Reduced Formats _ Metadata+Systematics.pdf
    • Real-Time and Trigger Analysis Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
    • 19:30
      Workshop Dinner

      https://bouillonracine.fr/en/home/

  • Wednesday 25 May
    • Continuing Discussions Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)

      To help the workshop converge on conclusions and next steps for the HEP analysis ecosystem, we have continuing discussions on Wednesday morning

      • 43
        News of the Day and DIscussion Planning Auditorium Joliot Curie

        Auditorium Joliot Curie

        IJCLab

        Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
        Speaker: Dr Graeme A Stewart (CERN)
        Wednesday News of the Day Slide.pdf
      • 44
        Further Topic Discussion Time Various Rooms in B100

        Various Rooms in B100

        IJCLab
    • 10:30
      Coffee Espace Joliot Curie

      Espace Joliot Curie

      IJCLab
    • Plenary: Summaries Auditorium Joliot Curie

      Auditorium Joliot Curie

      IJCLab

      Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab Building 100A 15 rue Georges Clémenceau, 91405 Orsay France (access to the auditorium is from the parking area)
      • 45
        Analysis Facilities
        Speakers: Nicole Skidmore (University of Manchester), Oksana Shadura (University of Nebraska Lincoln (US))
        Analysis Facilities
      • 46
        ML tools and differentiable computing workflows
        Speakers: Lukas Alexander Heinrich (CERN), Nathan Daniel Simpson (Lund University (SE))
        HSF Summary talk ML + autodiff.pdf
      • 47
        “Real-time” online/trigger-level analysis
        Speakers: Giulio Eulisse (CERN), Michael David Sokoloff (University of Cincinnati (US))
      • 48
        Analysis User Experience and Declarative Languages
        Speakers: Alexander Held (New York University (US)), Jonas Rembser (CERN)
        UX_ADL_summary.pdf
      • 49
        Analysis on reduced formats or specialist inputs
        Speakers: Allison Reinsvold Hall (Fermilab), Jana Schaarschmidt (University of Washington (US)), Loukas Gouskos (CERN)
        summary_reduced_formats.pdf
      • 50
        Bookkeeping and systematics handling
        Speakers: Paul James Laycock (Brookhaven National Laboratory (US)), Teng Jian Khoo (Humboldt University of Berlin (DE))
        AE2 - Book-keeping and systematics summary.pdf
      • 51
        Let's Define an Analysis Workflow
        Speaker: Benjamin Galewsky (Univ. Illinois at Urbana Champaign (US))
        Let’s Define the Steps of an Analysis Workflow.pdf
        Miro Whiteboard
      • 52
        Discussion
      • 53
        Closing Words
        Speaker: Gordon Watts (University of Washington (US))
        Closing talk.pdf
        Closing talk.pptx
    • 12:30
      Lunch Cantine

      Cantine

      IJCLab

      Building 230
    • Report Writing
      rooms.pdf
    • 15:30
      Coffee Espace Joliot Curie (CERN)

      Espace Joliot Curie

      CERN
    • Report Writing
      rooms.pdf
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