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

Oct 26, 2020, 12:00 PM → Oct 29, 2020, 5:30 PM Europe/Zurich

Online

 

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

Mon, October 26

1:30 PM → 1:45 PM Welcome

Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)

1:45 PM → 2:00 PM Logistics

Speaker: Sebastian Egner (European Southern Observatory (ESO))

2:00 PM → 2:30 PM ESA Big Data Overview Talk

Speaker: Bianca Hoersch (ESA) (ESA)

Hoersch_EIROForum_2020.pdf

2:00 PM → 3:40 PM Session #1: Data Analysis

Speaker: Sebastian Egner (European Southern Observatory (ESO))

2:30 PM → 3:00 PM Letting the data speak for itself

Speaker: Nima Sedaghat (ESO) (ESO)

Sedaghat_EIROForum_2020.pdf

3:00 PM → 3:40 PM From Mining to Modeling: Data Analytics in High Energy Physics

Speaker: Axel Naumann (CERN) (CERN)

Naumann_EIROForum_2020.pdf

3:40 PM → 4:10 PM Coffee break

4:10 PM → 4:40 PM Big data and AI applications for data analysis

Speaker: Alberto di Meglio (CERN) (CERN)

diMeglio_EIROForum_2020.pdf

4:10 PM → 5:25 PM Session #2: Data Analysis

Speaker: Paolo Mutti (Institut Laue-Langevin)

4:40 PM → 5:10 PM ESA Datalabs for space science and GNSS

Speaker: Vicente Navarro (ESA) (ESA)

Navarro_EIROForum_2020.pdf

5:10 PM → 5:25 PM Big data and the inference problem in thermonuclear fusion

Speaker: Andrea Murari (EuroFusion) (EuroFusion)

Murari_EIROForum_2020.pdf

5:25 PM → 5:55 PM Coffee Break

Tue, October 27

1:30 PM → 2:00 PM Data challenges at EuXFEL

Speaker: Steffen Hauf (EuXFEL) (EuXFEL)

Hauf_EIROForum_2020.pdf

1:30 PM → 3:00 PM Session #3: Data Management

Speaker: Markus Kuster (European XFEL GmbH)

2:00 PM → 2:30 PM High performance and high capacity storage systems

Speaker: Janusz Malka (EuXFEL) (EuXFEL)

Malka_EIROForum_2020.pdf

2:30 PM → 3:00 PM 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

3:00 PM → 3:30 PM Coffee break

3:30 PM → 4:00 PM Automatic identification of objects in HST images with machine learning

Speaker: Bruno Merin (ESA) (ESA)

Merin_EIROForum.pdf

3:30 PM → 4:30 PM Session #5: Machine Learning

Speaker: jean-claude BIASCI (ESRF)

4:00 PM → 4:30 PM Data analysis approaches at EuXFEL

Speaker: Philipp Schmitt (EuXFEL) (EuXFEL)

Schmidt_EIROForum_2020.pdf

4:30 PM → 4:50 PM Coffee Break

4:50 PM → 5:20 PM Virtual Tour Paranal Observatory

Speaker: Sebastian Egner (European Southern Observatory (ESO))

Egner_EIROForum_2020.pdf

5:20 PM → 6:00 PM Black Holes: Nobel Prize in Physics 2020

Speaker: Julien Woillez (ESO) (ESO)

Woillez_PhysicsNobelPrize2020.pdf

6:00 PM → 6:30 PM Coffee Break

Wed, October 28

1:30 PM → 3:00 PM Session #4: Data Management

Speaker: Joao Figueiredo (EuroFusion)

1:30 PM → 2:00 PM WLCG: an infrastructure for HEP computing

Speaker: Simone Campana (CERN) (CERN)

Campana_EIROforum_2020.pdf

2:00 PM → 2:30 PM IT storage solutions for big data space missions

Speaker: Ruben Alvarez (ESA) (ESA)

Alvarez_EIROForum_2020.pdf

2:30 PM → 3:00 PM Scientific data management for exascale experiments with Rucio

Speaker: Mario Lassnig (CERN) (CERN)

Lassnig_EIROForum_2020.pdf

3:00 PM → 3:30 PM Coffee break

3:30 PM → 4:10 PM Machine learning for the Sciences: from Causality Detection to Data Driven Theory

Speaker: Andrea Murari (EuroFusion) (EuroFusion)

Murari_EIROForum_2020.pdf

3:30 PM → 5:10 PM Session #6: Machine Learning

Speaker: Thibaut prod'Homme (ESA)

4:10 PM → 4:40 PM The Paranal DataLab: first steps towards advanced system monitoring and maintenance schemes

Speaker: Christian Stephan (ESO) (ESO)

Stephan_EIROForum_2020.pdf

4:40 PM → 5:10 PM Automatic instrument configuration using deep learning methods

Speaker: Guanghan Song (ILL) (ILL)

Song_EIROForum_2020.pdf

5:10 PM → 6:30 PM Dinner Get-Together

Thu, October 29

1:30 PM → 2:00 PM Improve measurement strategy with AI: the ILL perspective

Speaker: Paolo Mutti (ILL) (Institut Laue-Langevin)

Mutti_EIROForum_2020.pdf

1:30 PM → 2:50 PM Session #7: Machine Learning

Speaker: Christian Joram (CERN)

2:00 PM → 2:30 PM ELT PCS R&D – AO predictive control and calibration using ML techniques

Speaker: Markus Kasper (ESO) (ESO)

Kasper_EIROForum_2020.pdf

2:30 PM → 2:50 PM Nowcasting the Optical Turbulence at Paranal Observatory

Speaker: Fuyan Bian (ESO) (ESO)

Bian_EIROForum_2020.pdf

2:50 PM → 3:20 PM Coffee Break

3:20 PM → 3:50 PM Predicting collapse: adaptive and transfer learning

Speaker: Jesus Vega (EuroFusion) (EuroFusion)

Vega_Murari_EIROForum_2020.pdf

3:20 PM → 4:15 PM Session #8: Machine Learning

Speaker: Sebastian Egner (European Southern Observatory (ESO))

3:50 PM → 4:15 PM Mining the Southern Sky via the ESO Archive: Data-streams, cross matching, and forward look

Speaker: Emanuele Paolo Farina (ESO) (ESO)

Farina_EIROForum2020.pdf

4:15 PM → 5:00 PM Discussion & Closing remarks

Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)