Transcript Document
Deep wide field VLBI imaging “The need for speed” Harro Verkouter Joint Institute for VLBI in Europe Information content VLBI datasets contain much more information than is extracted Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 2 Information content Usually a field of 50x50 synthesized beams is imaged Still only 0.1% of information! Typically corresponds with a field-ofview of 1” x 1” Primary beam of Effelsberg is 6’ (@18cm) Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 3 Field of view limitations 1. Pre-correlation a) Sensitivity Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 4 Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 5 Field of view limitations 1. Pre-correlation a) Sensitivity 2. Post-correlation b) Time smearing c) Spectral resolution Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 6 Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 7 Field of view limitations(2) VLBI datasets >> connected element array datasets Almost obsessive need for averaging to make datasets manageable Time smearing/spectral smearing scale with baseline length! Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 8 What can we do about it? 1. Pre-correlation: a) EVN: actively support development for more sensitivy, e.g. PCEVN, MarkV. b) EVN: 12hrs @512Mbit 10Jy/beam 2. Post-correlation: a lot more! a) Decrease correlator integration time b) Increase spectral resolution Need enhanced output data rate! Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 9 And there’s more… Once the data is correlated, is that it? ‘re-correlate’ by mathematics; produce multiple phasecentres Experiment with the data: apply algorithms at will Helps with near real time space VLBI Apply filters before exporting to user Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 10 And there’s more (2) Applicability of the algorithms is limited by the aforementioned time- and bandwidth smearing Need enhanced output datarate! Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 11 Requirements Want to map out considerable fraction of Ef primary beam (6’ @18cm): Field-of-view of 1’x1’ needs Integration time 0.25s 62kHz channelwidth 2k channels for 64MHz bandwidth Integration time ~ 1/ Channelwidth of 62kHz remains Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 12 Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 13 Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 14 EVN MkIV Correlator limits Integration time Cycle time of 0.015s (actually, 1/64th of a second) Spectral resolution 131072 complex lags per readout = 65536 spectral points per readout Divided over 32 products leads to 2048 spectral channels per product Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 15 Datarate Each lag occupies 5 bytes of data (4 data+1 overhead) Hence, ¼ million lags at 64 readouts/second equals 16Mlags/second Which works out to be 160MByte/s Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 16 The EVN MkIV Correlator Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 17 The PCInt project Short for Post Correlator Integrator We want to capture the full output of the EVN MkIV correlator to disk Need to replace output datapath Steve Parsley Marcel Loose Harro Verkouter Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 18 The PCInt project (2) High speed readout of the correlator was already prepared Via DSP powered serial port Need hardware and software to enable this Receiving end of serial port Gbit ethernet for transfer from correlator rack to datacollection host Fast disk subsystem in order to support 160MByte/s (parallel RAID arrays in a Storage Area Network) Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 19 Correlator Board (x8) VME High Speed Serial C40 COMM PCI Ethernet Card SBC (x2) Correlator rack (x4) 100TX 1000FX (x8) Switch CCC DDD (xn) Fibre Channel EEE (xk) Aug. 23rd 2002 FC Switch Raid Array (xm) need for speed [URSI XXVII GA - Maastricht] Current situation RT System 20 RT System Correlator Board (x8) VME High Speed Serial PCI Ethernet Card SBC (x2) Correlator rack (x4) 100TX 1000FX (x8) Switch CCC DDD (xn) Phase 0 C40 COMM Fibre Channel EEE (xk) Aug. 23rd 2002 FC Switch Raid Array (xm) need for speed [URSI XXVII GA - Maastricht] 21 RT System Correlator Board (x8) VME High Speed Serial PCI Ethernet Card SBC (x2) Correlator rack (x4) 100TX 1000FX (x8) Switch CCC DDD (xn) Phase 1 C40 COMM Fibre Channel EEE (xk) Aug. 23rd 2002 FC Switch Raid Array (xm) need for speed [URSI XXVII GA - Maastricht] 22 RT System Correlator Board (x8) VME High Speed Serial PCI Ethernet Card SBC (x2) Correlator rack (x4) 100TX 1000FX (x8) Switch CCC DDD (xn) Phase 2 C40 COMM Fibre Channel EEE (xk) Aug. 23rd 2002 FC Switch Raid Array (xm) need for speed [URSI XXVII GA - Maastricht] 23 Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 24 Post-processing issues Data volume = huge 1hour @160MByte/s equals 560GBytes of data Use a cluster of nodes Need automated processing Use a processing pipeline Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 25 Processing pipeline Correlated data is saved to disk Apply automatically Normalization correction Flagging Produce dataset with requested phasecentre(s) for user Can also apply filtering Export to FITS Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 26 Processing pipeline (2) Use AIPS++ JIVE data quality assessment is already done using AIPS++ AIPS++ supports parallel processing Export of data to user is also already done using AIPS++ Aug. 23rd 2002 need for speed [URSI XXVII GA - Maastricht] 27