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Published byFelicity Bates Modified over 9 years ago
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Systems and Communications1 CERN Openlab – 10/11 December 2013 ESRF: IT Challenges
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Systems and Communications2 ESRF Beamlines X-ray standing waves anomalous scattering surface diffraction gamma spectroscopy dultra-fast scattering/ high pressure materials science circular polarisation microbeam protein crystallography inelastic scattering medical nuclear spectroscopy high energy absorption spectroscopy powder diffraction spectroscopy on ultra diluted samplessi protein crystallographye
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Systems and Communications3 What is a Beamline?
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Systems and Communications4 IT General architecture Central storage Infrastructure servers Network Tape Backup Compute Clusters Detectors
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Systems and Communications5 How much do we store each day?
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Systems and Communications6 Challenges ESRF Phase II (higher photon flux) starts in 2015 Already, two Eiger detectors arrive at ESRF in Fall 2014 4 Mpixel x 3 bytes = 12MB/image 750Hz = 750*12MB = 9GB/s Local compression => 1GB/s minimum 10% duty cycle => 9TB/day Limiting factors: Human resources – data sorting and exploitation Data Analysis – online Data Analysis – offline Speed of the Central storage
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Systems and Communications7 Ongoing works LBS only for Linux-based detectors DSS time consuming but 300-500MB/s per unit HSN High-Speed Network 40Gbps 10Gbps Central storage Infrastructure servers Network Tape Backup Compute Clusters Detectors Local Buffer Storage (LBS) Dedicated Storage Server (DSS)
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Systems and Communications8 Requirements for one Beamline ONLINE DATA ANALYSIS (CPU+GPU) EXPORT STORAGE BACKUP ARCHIVE BUFFER STORAGE BUFFER STORAGE LONG TERM STORAGE LONG TERM STORAGE OFFLINE DATA ANALYSIS (CPU+GPU) Etc.
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Systems and Communications9 Overall requirements Typically 6 – 10 Beamlines simultaneously Typically 6 high-speed detectors per Beamline Typically 2 detectors operating simultaneously per Beamline Peak bandwidth per Beamline = 1 – 10 Gbytes/sec
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Systems and Communications10 Overall architecture, with one Beamline BUFFER STORAGE Windows DETECTOR PC > 1 GB/ REALTIME ONLINE DATA ANALYSIS (CPU+GPU) VISUALISATION LONG TERM STORAGE + OFFLINE DATA ANALYSIS (CPU+GPU) BACKUP ARCHIVE USER EXPORT GREEN = DEDICATED TO A BEAMLINE Buffer Storage boxes may be either dedicated to a detector or shared by several detectors Linux DETECTOR PC Linux DETECTOR PC BUFFER STORAGE BUFFER STORAGE >1 GB/s BLUE = SHARED BETWEEN BEAMLINES
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Systems and Communications11 Other challenges Data Confidentiality
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Systems and Communications12 Questions?
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