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2020 EIROforum Workshop: Big data - from acquisition to data mining

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Description

 

The 2020 EIROforum Topical Workshop on Big data, organised by the Instrumentation Working Group, will be held from 26th-29th October 2020.

The workshop will be hosted by ESO, but due to the current situation, will be held as an online event.


Credit: ESO/S. Lowery

ESO-383133_1 EIROForum Workshop 2020 Big Data - Summary Report.pdf
Participants
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  • Monday 26 October
    • 1
      Welcome
      Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)
    • 2
      Logistics
      Speaker: Sebastian Egner (European Southern Observatory (ESO))
    • 3
      ESA Big Data Overview Talk
      Speaker: Bianca Hoersch (ESA) (ESA)
      Hoersch_EIROForum_2020.pdf
    • 4
      Session #1: Data Analysis
      Speaker: Sebastian Egner (European Southern Observatory (ESO))
    • 5
      Letting the data speak for itself
      Speaker: Nima Sedaghat (ESO) (ESO)
      Sedaghat_EIROForum_2020.pdf
    • 6
      From Mining to Modeling: Data Analytics in High Energy Physics
      Speaker: Axel Naumann (CERN) (CERN)
      Naumann_EIROForum_2020.pdf
    • 15:40
      Coffee break
    • 7
      Big data and AI applications for data analysis
      Speaker: Alberto di Meglio (CERN) (CERN)
      diMeglio_EIROForum_2020.pdf
    • 8
      Session #2: Data Analysis
      Speaker: Paolo Mutti (Institut Laue-Langevin)
    • 9
      ESA Datalabs for space science and GNSS
      Speaker: Vicente Navarro (ESA) (ESA)
      Navarro_EIROForum_2020.pdf
    • 10
      Big data and the inference problem in thermonuclear fusion
      Speaker: Andrea Murari (EuroFusion) (EuroFusion)
      Murari_EIROForum_2020.pdf
    • 17:25
      Coffee Break
  • Tuesday 27 October
    • 11
      Data challenges at EuXFEL
      Speaker: Steffen Hauf (EuXFEL) (EuXFEL)
      Hauf_EIROForum_2020.pdf
    • 12
      Session #3: Data Management
      Speaker: Markus Kuster (European XFEL GmbH)
    • 13
      High performance and high capacity storage systems
      Speaker: Janusz Malka (EuXFEL) (EuXFEL)
      Malka_EIROForum_2020.pdf
    • 14
      Development of an advanced data acquisition framework for 2D X-Ray Detectors
      Speakers: Aurelien Bideaud (ESRF) (ESRF), Samuel Debionne (ESRF) (ESRF)
      Bideaud_Debionne_EIROForum2020.pdf
    • 15:00
      Coffee break
    • 15
      Automatic identification of objects in HST images with machine learning
      Speaker: Bruno Merin (ESA) (ESA)
      Merin_EIROForum.pdf
    • 16
      Session #5: Machine Learning
      Speaker: jean-claude BIASCI (ESRF)
    • 17
      Data analysis approaches at EuXFEL
      Speaker: Philipp Schmitt (EuXFEL) (EuXFEL)
      Schmidt_EIROForum_2020.pdf
    • 16:30
      Coffee Break
    • 18
      Virtual Tour Paranal Observatory
      Speaker: Sebastian Egner (European Southern Observatory (ESO))
      Egner_EIROForum_2020.pdf
    • 19
      Black Holes: Nobel Prize in Physics 2020
      Speaker: Julien Woillez (ESO) (ESO)
      Woillez_PhysicsNobelPrize2020.pdf
    • 18:00
      Coffee Break
  • Wednesday 28 October
    • 20
      Session #4: Data Management
      Speaker: Joao Figueiredo (EuroFusion)
    • 21
      WLCG: an infrastructure for HEP computing
      Speaker: Simone Campana (CERN) (CERN)
      Campana_EIROforum_2020.pdf
    • 22
      IT storage solutions for big data space missions
      Speaker: Ruben Alvarez (ESA) (ESA)
      Alvarez_EIROForum_2020.pdf
    • 23
      Scientific data management for exascale experiments with Rucio
      Speaker: Mario Lassnig (CERN) (CERN)
      Lassnig_EIROForum_2020.pdf
    • 15:00
      Coffee break
    • 24
      Machine learning for the Sciences: from Causality Detection to Data Driven Theory
      Speaker: Andrea Murari (EuroFusion) (EuroFusion)
      Murari_EIROForum_2020.pdf
    • 25
      Session #6: Machine Learning
      Speaker: Thibaut prod'Homme (ESA)
    • 26
      The Paranal DataLab: first steps towards advanced system monitoring and maintenance schemes
      Speaker: Christian Stephan (ESO) (ESO)
      Stephan_EIROForum_2020.pdf
    • 27
      Automatic instrument configuration using deep learning methods
      Speaker: Guanghan Song (ILL) (ILL)
      Song_EIROForum_2020.pdf
    • 17:10
      Dinner Get-Together
  • Thursday 29 October
    • 28
      Improve measurement strategy with AI: the ILL perspective
      Speaker: Paolo Mutti (ILL) (Institut Laue-Langevin)
      Mutti_EIROForum_2020.pdf
    • 29
      Session #7: Machine Learning
      Speaker: Christian Joram (CERN)
    • 30
      ELT PCS R&D – AO predictive control and calibration using ML techniques
      Speaker: Markus Kasper (ESO) (ESO)
      Kasper_EIROForum_2020.pdf
    • 31
      Nowcasting the Optical Turbulence at Paranal Observatory
      Speaker: Fuyan Bian (ESO) (ESO)
      Bian_EIROForum_2020.pdf
    • 14:50
      Coffee Break
    • 32
      Predicting collapse: adaptive and transfer learning
      Speaker: Jesus Vega (EuroFusion) (EuroFusion)
      Vega_Murari_EIROForum_2020.pdf
    • 33
      Session #8: Machine Learning
      Speaker: Sebastian Egner (European Southern Observatory (ESO))
    • 34
      Mining the Southern Sky via the ESO Archive: Data-streams, cross matching, and forward look
      Speaker: Emanuele Paolo Farina (ESO) (ESO)
      Farina_EIROForum2020.pdf
    • 35
      Discussion & Closing remarks
      Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)
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