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1 CERN Tape Archive (CTA) : From Development to Production Deployment Michael Davis, Vladimír Bahyl, Germán Cancio, Eric Cano, Julien Leduc and Steven Murray CHEP 2018, Sofia, Bulgaria 9 July 2018
2 Changing Use Cases for Archival Storage 1. Scaling up for Run 3 and HL LHC 1/12 Predicted T0 Tape Archival Storage Needs 4.3 EB 0.25 EB 0.5 EB 1.3 EB 3.1 EB
3 Changing Use Cases for Archival Storage 2. Data for online analysis stored on tape ( Data Carousel ) 2/12 Source: Tape Usage, Xin Zhao (Brookhaven National Laboratory), ADC Technical Coordination Board Meeting, 28 May 2018
4 Changing Use Cases for Archival Storage 2. Data for online analysis stored on tape ( Data Carousel ) 2/12 Source: Tape Usage, Xin Zhao (Brookhaven National Laboratory), ADC Technical Coordination Board Meeting, 28 May 2018
5 Use Cases CASTOR to CTA Testing and Deployment Summary Changing Use Cases for Archival Storage 2. Data for online analysis stored on tape ( Data Carousel ) Source: Fascinating Vintage 20 Cassette Carousel from 1972 : Panasonic RS 296US 2/12
6 CASTOR Architecture 3/12 Client Disk Servers Disk Cache Management/ Disk Cache : Queues + Catalogue Central Services NameServer VMGR VDQM
7 CERN Tape Archive Architecture 4/12 Client CTA Frontend : Catalogue Object Store
8 CTA Architecture 5/12 CTA offers the Best of Both Worlds User interface, file access and disk pool management from EOS Tape system management from CASTOR New scalable, robust queuing system to link the two CTA design principles Simplicity Scalability Performance Full details: An efficient, modular and simple tape archiving solution for LHC Run 3, Steven Murray et al. (CERN), CHEP 2016
9 CTA Architecture 6/12 CASTOR Scheduling decisions made at time of user request. Tape drive may not be available when job reaches the front of the queue. High-priority jobs cannot interrupt running jobs. CTA Scheduling decisions made at time of tape mount. Tape drive allocated when job reaches the front of the queue. Reduced latency for users. High-priority jobs can preempt lower-priority jobs. Can switch from repack to data taking and back without operator intervention. System operates at full capacity at all times.
10 Use Cases CASTOR to CTA Testing and Deployment Summary 7/12 CASTOR Deployment Model JobManager Scheduler RR Mover Disk Servers Job Disk Cache Subsystem Error Qry Central Services NameServer RR Mover Disk Servers VMGR VDQM Job Disk Cache Subsystem Error Qry Central Services NameServer RR Mover Disk Servers VMGR VDQM Job Disk Cache Subsystem Error Qry Central Services NameServer RR Mover Disk Servers VMGR VDQM Job Disk Cache Subsystem Error Qry Central Services NameServer RR Mover Disk Servers VMGR VDQM RH Job GC JobManager Scheduler RH Job GC JobManager Scheduler RH Job GC JobManager Scheduler RH Job GC JobManager Scheduler RH Job Job Disk Cache Subsystem Central Services NameServer VMGR CASTOR ALICE CASTOR ATLAS CASTOR CMS CASTOR LHCb CASTOR PUBLIC Experiment Error Qry GC VDQM
11 Use Cases CASTOR to CTA Testing and Deployment Summary 8/12 CTA Deployment Model MGM MGM FST CTA Frontend Tape Catalogue Object Store MGM FST CTA Frontend Tape Catalogue Object Store MGM FST CTA Frontend Tape Catalogue Object Store MGM FST CTA Frontend Tape Catalogue CTA Frontend Tape Catalogue Object Store Object Store EOS+CTA ALICE EOS+CTA ATLAS EOS+CTA CMS EOS+CTA LHCb EOS+CTA PUBLIC Experiment + CTA FST
12 System Testing 9/12 Scale tests and stress tests : 10 million files archived in 27 hours Files archived to tape per second 100 Hz Time (hours)
13 Field Testing 10/12 Goal of user testing is to ensure that all use cases are covered Rucio/File Transfer Service (FTS) tests with ATLAS have started Next : Agree schedule for field testing with all CERN experiments
14 Migration Schedule 11/ Run LS LS Run 3 CTA FIELD TESTING Migration during period of reduced data taking. Migration is a metadata-only operation. No physical movement of data on tape. DATA TAKING AND RETRIEVAL : CASTOR DATA TAKING AND RETRIEVAL : CTA
15 CERN Tape Archive : Summary 12/12 Use cases for tape archival are changing Increased rate of data taking for Run 3 and HL-LHC Data for online analysis accessed via Data Carousel CTA is the Best of Both Worlds EOS disk and CASTOR tape Simplicity Scalability Performance Deployment Now: Field test instances with redundant copies of data LS2: Migration from CASTOR to CTA
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