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Physics Data Processing -The online connection,[object Object],Nikhef colloquium,[object Object],9/2/2009,[object Object],Sander Klous,[object Object]
The steamboat view,[object Object],PDP Activities,[object Object],Bob Hertzberger,[object Object],2,[object Object],Physics Data Processing - Sander Klous,[object Object],9/2/2009,[object Object],Remote Online Farms,[object Object],Use Cases (i.e. trigger performance),[object Object],My focus,[object Object]
Remote Online Farms,[object Object],What is a remote online farm?,[object Object],The connection to the online system,[object Object],Event routing and streaming,[object Object],Remote online farms in ATLAS (Hegoi Garitaonandia),[object Object],Debug stream reprocessing,[object Object],Trigger menu validation,[object Object],Muon calibration stream,[object Object],Do we really need remote online farms?,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],3,[object Object]
Concept,[object Object],Physics Data Processing - Sander Klous,[object Object],4,[object Object],Data Acquisition,[object Object],40 MHz,[object Object],Level 1,[object Object],Level 2,[object Object],Level 3,[object Object],Amsterdam,[object Object],Accept 1 in 500,[object Object],NIKHEF/SARA,[object Object],Network,[object Object],switch,[object Object],Accept 1 in 50,[object Object],Accept 1 in 10,[object Object],Computing grid,[object Object],9/2/2009,[object Object]
Why is this interesting?,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],5,[object Object],January 2001,[object Object],Gary Stix, editor of Scientific American,[object Object]
Connection to the online system,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],6,[object Object],ROF,[object Object],ROF,[object Object],ROF,[object Object],ROF,[object Object],EF,[object Object],SFO,[object Object],Remote Event Processing Farms,[object Object],ROB,[object Object],ROB,[object Object],ROB,[object Object],ROB,[object Object],Data Collection Network,[object Object],Packet,[object Object],Switched,[object Object],(GEANT),[object Object],SFI,[object Object],SFI,[object Object],SFI,[object Object],Routing and Streaming,[object Object],Level 2 Trigger,[object Object],Light path,[object Object],Back End Network,[object Object],L2PU,[object Object],Event Filter,[object Object],Mass,[object Object],storage,[object Object],Building 513,[object Object],CatalinMeirosu,[object Object],DDM,[object Object],Local Farm,[object Object]
Routing and Streaming introduction,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],7,[object Object],Hans von der Schmitt,[object Object],Optimizing resources,[object Object],Online, different routes,[object Object],Offline, different streams,[object Object],Classification of events,[object Object],Physics,[object Object],Calibration,[object Object],Debug,[object Object],Express,[object Object],Remote,[object Object]
Regions of Interest andPartial Event Building,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],8,[object Object],Virtual Point 1,[object Object],Ignacio Aracena,[object Object]
Inclusive or Exclusive streaming,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],9,[object Object],Hans von der Schmitt,[object Object]
Online monitoring of overlaps,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],10,[object Object],Brian Petersen,[object Object]
Luminosity blocks,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],11,[object Object],Hans von der Schmitt,[object Object]
Final Dress RehearsalData Quality Monitoring,[object Object],DDM/DQ2,[object Object],TIER-0,[object Object],RAW,[object Object],320,[object Object],TIER-1s,[object Object],320,[object Object],ESD,[object Object],720,[object Object],200,[object Object],200,[object Object],200,[object Object],CASTOR,[object Object],AOD,[object Object],200,[object Object],720,[object Object],TAG,[object Object],440,[object Object],Luc Goossens,[object Object],CPU farm,[object Object],Data,[object Object],acquisition,[object Object],TAG,[object Object],DB,[object Object],disk,[object Object],150TB,[object Object],1060,[object Object],raid,[object Object],25TB,[object Object],load TAG,[object Object],320,[object Object],130,[object Object],recon EXPR,[object Object],340,[object Object],online,[object Object],SFO,[object Object],recon PHYS,[object Object],T0M,[object Object],DB,[object Object],c1,[object Object],Cond,[object Object],DB,[object Object],calib/align,[object Object],c1,[object Object],Express stream handling,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],12,[object Object],Rates in MB/s,[object Object]
Debug stream reprocessing,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],13,[object Object]
Trigger menu validation,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],14,[object Object]
Muon calibration,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],15,[object Object],MuonCalibrationGroup,[object Object],Virtual Point 1,[object Object]
Do we really need ROFs?,[object Object],At the moment: No, not really…,[object Object],Not for physics at least,[object Object],Transition will be gradual,[object Object],Example: debug stream reprocessing,[object Object],Limited resources in the CERN Analysis Facility,[object Object],Funding will play an important role,[object Object],Easier to fund online resources in home country,[object Object],Other factors: energy consumption, human resources,[object Object],What will be the first physics use case?,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],16,[object Object]
Trigger performance,[object Object],Fully Hadronic decays of top pairs,[object Object],The jet trigger challenge,[object Object],Determining trigger efficiencies from data,[object Object],Tag and probe with leptons,[object Object],T&P with semi-leptonic decays of top pairs(Menelaos Tsiakiris),[object Object],Turning the probe around, T&P with jets,[object Object],Jet trigger efficiencies and rates,[object Object],Beyond multi-jet triggers,[object Object],Topology triggers and remote online farms,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],17,[object Object]
Fully Hadronic decaysof top-antitop pairs,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],18,[object Object]
The jet trigger challenge,[object Object],QCD 6 jet background,[object Object],1000 to 10000 x Signal,[object Object],Is this possible at all?,[object Object],Long term study,[object Object],First look at semi-leptonic decays,[object Object],Study the possibility to trigger on jets,[object Object],Extract jet trigger efficiency from data,[object Object],Cross correlate with muon triggers,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],19,[object Object],Turn on kicks in.,[object Object],Trigger problem,[object Object],Lambacher,[object Object],Munich,[object Object],O(1 fb-1),[object Object]
Trigger efficiency from data,[object Object],20 GeV muon turn on curve (CSC note),[object Object],Tagged,[object Object],Tagged and Probed,[object Object],Tag and probe,[object Object],A first example:di-muon decays of Z bosons,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],20,[object Object]
Semi leptonic decays of top pairs,[object Object],Tag on the jet side and probe on the muon side,[object Object],Extract number of signal events (1 fb-1),[object Object],Invariant mass reconstruction on hadronic side,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],21,[object Object],Possible problem: contamination with tau to muon decays,[object Object]
Event by event trigger efficiency,[object Object],Determine individual object efficiencies,[object Object],Extrapolate T&P from di-muon decays of Z-bosons,[object Object],Combine objects into an event efficiency,[object Object],Weigh the event appropriately ,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],22,[object Object],Correct isolation withrespect to closest jet,[object Object],Correct foreta dependency,[object Object],Without corrections,[object Object],Tamsett – Royal Holloway,[object Object]
Turning the probe around,[object Object],More complicated,[object Object],The jets are multi-object triggers,e.g. 4J_95: 4 jets above 95 GeV,[object Object],Thresholds are likely to change,[object Object],The missing link:,[object Object],Trigger efficiency of Semi Leptonic decays,[object Object],Fully Hadronic decays of top quark pairs,[object Object],Is it possible?,[object Object],If not, can we do better?,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],23,[object Object]
Topology triggers and remote online farms,[object Object],Topology triggers,[object Object],Time consuming,[object Object],Invariant masses,[object Object],Likelihood fits,[object Object],Budget in point 1,[object Object],1500 machines x 8 cores per machine = 12000 cores,[object Object],3 kHz EF input rate from LVL2,[object Object],12000 / 3000 = 4 seconds per event (all triggers),[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],24,[object Object],Xin Wu,[object Object],Event Filter,[object Object],Mean:  1.57 seconds,[object Object],(Erik van der Kraaij),[object Object]
Conclusion,[object Object],Remote Online Farms,[object Object],An interesting research topic,[object Object],Several farms already in production,[object Object],Still far from enabling grid for online processing,[object Object],Physics Use Cases,[object Object],Most likely complicated topologies,[object Object],Fully hadronic decays of top quark pairs,[object Object],Studies ongoing to understand trigger efficiencies,[object Object],The future of grid is in the online connection,[object Object],9/2/2009,[object Object],Physics Data Processing - Sander Klous,[object Object],25,[object Object]

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Physics Data Processing - The online connection

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