2020 EIROforum Workshop: Big data - from acquisition to data mining
from
Monday, 26 October 2020 (12:00)
to
Thursday, 29 October 2020 (17:30)
Monday, 26 October 2020
13:30
Welcome
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Thibaut Prod'homme
(
European Space Agency
)
Welcome
Sebastian Egner
(
European Southern Observatory (ESO)
)
Thibaut Prod'homme
(
European Space Agency
)
13:30 - 13:45
13:45
Logistics
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Logistics
Sebastian Egner
(
European Southern Observatory (ESO)
)
13:45 - 14:00
14:00
ESA Big Data Overview Talk
-
Bianca Hoersch (ESA)
(
ESA
)
ESA Big Data Overview Talk
Bianca Hoersch (ESA)
(
ESA
)
14:00 - 14:30
Session #1: Data Analysis
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Session #1: Data Analysis
Sebastian Egner
(
European Southern Observatory (ESO)
)
14:00 - 15:40
14:30
Letting the data speak for itself
-
Nima Sedaghat (ESO)
(
ESO
)
Letting the data speak for itself
Nima Sedaghat (ESO)
(
ESO
)
14:30 - 15:00
15:00
From Mining to Modeling: Data Analytics in High Energy Physics
-
Axel Naumann (CERN)
(
CERN
)
From Mining to Modeling: Data Analytics in High Energy Physics
Axel Naumann (CERN)
(
CERN
)
15:00 - 15:40
15:40
Coffee break
Coffee break
15:40 - 16:10
16:10
Big data and AI applications for data analysis
-
Alberto di Meglio (CERN)
(
CERN
)
Big data and AI applications for data analysis
Alberto di Meglio (CERN)
(
CERN
)
16:10 - 16:40
Session #2: Data Analysis
-
Paolo Mutti
(
Institut Laue-Langevin
)
Session #2: Data Analysis
Paolo Mutti
(
Institut Laue-Langevin
)
16:10 - 17:25
16:40
ESA Datalabs for space science and GNSS
-
Vicente Navarro (ESA)
(
ESA
)
ESA Datalabs for space science and GNSS
Vicente Navarro (ESA)
(
ESA
)
16:40 - 17:10
17:10
Big data and the inference problem in thermonuclear fusion
-
Andrea Murari (EuroFusion)
(
EuroFusion
)
Big data and the inference problem in thermonuclear fusion
Andrea Murari (EuroFusion)
(
EuroFusion
)
17:10 - 17:25
17:25
Coffee Break
Coffee Break
17:25 - 17:55
Tuesday, 27 October 2020
13:30
Data challenges at EuXFEL
-
Steffen Hauf (EuXFEL)
(
EuXFEL
)
Data challenges at EuXFEL
Steffen Hauf (EuXFEL)
(
EuXFEL
)
13:30 - 14:00
Session #3: Data Management
-
Markus Kuster
(
European XFEL GmbH
)
Session #3: Data Management
Markus Kuster
(
European XFEL GmbH
)
13:30 - 15:00
14:00
High performance and high capacity storage systems
-
Janusz Malka (EuXFEL)
(
EuXFEL
)
High performance and high capacity storage systems
Janusz Malka (EuXFEL)
(
EuXFEL
)
14:00 - 14:30
14:30
Development of an advanced data acquisition framework for 2D X-Ray Detectors
-
Samuel Debionne (ESRF)
(
ESRF
)
Aurelien Bideaud (ESRF)
(
ESRF
)
Development of an advanced data acquisition framework for 2D X-Ray Detectors
Samuel Debionne (ESRF)
(
ESRF
)
Aurelien Bideaud (ESRF)
(
ESRF
)
14:30 - 15:00
15:00
Coffee break
Coffee break
15:00 - 15:30
15:30
Automatic identification of objects in HST images with machine learning
-
Bruno Merin (ESA)
(
ESA
)
Automatic identification of objects in HST images with machine learning
Bruno Merin (ESA)
(
ESA
)
15:30 - 16:00
Session #5: Machine Learning
-
jean-claude BIASCI
(
ESRF
)
Session #5: Machine Learning
jean-claude BIASCI
(
ESRF
)
15:30 - 16:30
16:00
Data analysis approaches at EuXFEL
-
Philipp Schmitt (EuXFEL)
(
EuXFEL
)
Data analysis approaches at EuXFEL
Philipp Schmitt (EuXFEL)
(
EuXFEL
)
16:00 - 16:30
16:30
Coffee Break
Coffee Break
16:30 - 16:50
16:50
Virtual Tour Paranal Observatory
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Virtual Tour Paranal Observatory
Sebastian Egner
(
European Southern Observatory (ESO)
)
16:50 - 17:20
17:20
Black Holes: Nobel Prize in Physics 2020
-
Julien Woillez (ESO)
(
ESO
)
Black Holes: Nobel Prize in Physics 2020
Julien Woillez (ESO)
(
ESO
)
17:20 - 18:00
18:00
Coffee Break
Coffee Break
18:00 - 18:30
Wednesday, 28 October 2020
13:30
Session #4: Data Management
-
Joao Figueiredo
(
EuroFusion
)
Session #4: Data Management
Joao Figueiredo
(
EuroFusion
)
13:30 - 15:00
WLCG: an infrastructure for HEP computing
-
Simone Campana (CERN)
(
CERN
)
WLCG: an infrastructure for HEP computing
Simone Campana (CERN)
(
CERN
)
13:30 - 14:00
14:00
IT storage solutions for big data space missions
-
Ruben Alvarez (ESA)
(
ESA
)
IT storage solutions for big data space missions
Ruben Alvarez (ESA)
(
ESA
)
14:00 - 14:30
14:30
Scientific data management for exascale experiments with Rucio
-
Mario Lassnig (CERN)
(
CERN
)
Scientific data management for exascale experiments with Rucio
Mario Lassnig (CERN)
(
CERN
)
14:30 - 15:00
15:00
Coffee break
Coffee break
15:00 - 15:30
15:30
Machine learning for the Sciences: from Causality Detection to Data Driven Theory
-
Andrea Murari (EuroFusion)
(
EuroFusion
)
Machine learning for the Sciences: from Causality Detection to Data Driven Theory
Andrea Murari (EuroFusion)
(
EuroFusion
)
15:30 - 16:10
Session #6: Machine Learning
-
Thibaut prod'Homme
(
ESA
)
Session #6: Machine Learning
Thibaut prod'Homme
(
ESA
)
15:30 - 17:10
16:10
The Paranal DataLab: first steps towards advanced system monitoring and maintenance schemes
-
Christian Stephan (ESO)
(
ESO
)
The Paranal DataLab: first steps towards advanced system monitoring and maintenance schemes
Christian Stephan (ESO)
(
ESO
)
16:10 - 16:40
16:40
Automatic instrument configuration using deep learning methods
-
Guanghan Song (ILL)
(
ILL
)
Automatic instrument configuration using deep learning methods
Guanghan Song (ILL)
(
ILL
)
16:40 - 17:10
17:10
Dinner Get-Together
Dinner Get-Together
17:10 - 18:30
Thursday, 29 October 2020
13:30
Improve measurement strategy with AI: the ILL perspective
-
Paolo Mutti (ILL)
(
Institut Laue-Langevin
)
Improve measurement strategy with AI: the ILL perspective
Paolo Mutti (ILL)
(
Institut Laue-Langevin
)
13:30 - 14:00
Session #7: Machine Learning
-
Christian Joram
(
CERN
)
Session #7: Machine Learning
Christian Joram
(
CERN
)
13:30 - 14:50
14:00
ELT PCS R&D – AO predictive control and calibration using ML techniques
-
Markus Kasper (ESO)
(
ESO
)
ELT PCS R&D – AO predictive control and calibration using ML techniques
Markus Kasper (ESO)
(
ESO
)
14:00 - 14:30
14:30
Nowcasting the Optical Turbulence at Paranal Observatory
-
Fuyan Bian (ESO)
(
ESO
)
Nowcasting the Optical Turbulence at Paranal Observatory
Fuyan Bian (ESO)
(
ESO
)
14:30 - 14:50
14:50
Coffee Break
Coffee Break
14:50 - 15:20
15:20
Predicting collapse: adaptive and transfer learning
-
Jesus Vega (EuroFusion)
(
EuroFusion
)
Predicting collapse: adaptive and transfer learning
Jesus Vega (EuroFusion)
(
EuroFusion
)
15:20 - 15:50
Session #8: Machine Learning
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Session #8: Machine Learning
Sebastian Egner
(
European Southern Observatory (ESO)
)
15:20 - 16:15
15:50
Mining the Southern Sky via the ESO Archive: Data-streams, cross matching, and forward look
-
Emanuele Paolo Farina (ESO)
(
ESO
)
Mining the Southern Sky via the ESO Archive: Data-streams, cross matching, and forward look
Emanuele Paolo Farina (ESO)
(
ESO
)
15:50 - 16:15
16:15
Discussion & Closing remarks
-
Sebastian Egner
(
European Southern Observatory (ESO)
)
Thibaut Prod'homme
(
European Space Agency
)
Discussion & Closing remarks
Sebastian Egner
(
European Southern Observatory (ESO)
)
Thibaut Prod'homme
(
European Space Agency
)
16:15 - 17:00