Big Data processing and analysis challenges in mega-science experiments
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Europe/Moscow
NRC KI and JINR
NRC KI and JINR
29.01 NRC KI
30.01 JINR
Alexei Klimentov
(Brookhaven National Laboratory (US)),
Vladimir Korenkov
(Joint Inst. for Nuclear Research (RU))
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Database Technologies Room 274 (Bldg.190)
Room 274
Bldg.190
Bldg.190 Room 274Convener: Dr Maria Grigorieva (NRC KI)Topics for discussion:
1. Our experience of the developing of Hybrid SQL/NoSQL Storage, and NoSQL database integration in BigPanDA monitor
2. Database performance tests : SQL - NoSQL, NoSQL - NoSQL
3. Technology evaluation tests results for NoSQL databases: MongoDB, HBase, Cassandra, Dremel, CouchDB, MariaDB
4. Experience of using Hadoop/Spark/MapReduce in PanDA Infrasctucture. Use cases.
5. Foreseen performance and possible changes in PanDA Oracle archived database schema during/after the LHC Run2
6. Query routing strategy in BigPanDA applications (BigPanDA Monitor in particular)
7. How to implement cross database requests in heterogeneous architecture
8. Strategies of the data modelling for NoSQL databases
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EOS and Data StoreConvener: Eygene Ryabinkin (National Research Centre Kurchatov Institute (RU))
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PanDA@NRC-KI room 278 (Bldg.190)
room 278
Bldg.190
Bldg.190 Room 278Convener: Ruslan Mashinistov (Russian Academy of Sciences (RU))- 1
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DiscussionPanDA beyond ATLAS : ALICE Do we need version w/o VOMS, Grid Services… Do we need Light weight DDM Staging and I/O matters
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webFTS 234 (Bldg.190)
234
Bldg.190
Bldg.190 Room 234Convener: Mr Andrey Kiryanov (B.P. Konstantinov Petersburg Nuclear Physics Institute - PNPI ()- 3
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FTS readiness for transfers to/from non-Grid resources (VOMS/non-VOMS credentials, etc.)
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FTS & HPC: old/new APIs, lightweight clients, Python client library for PanDA integration
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Usage scenario for Titan: requirements from both sidesSpeakers: Mr Andrey Kiryanov (B.P. Konstantinov Petersburg Nuclear Physics Institute - PNPI (), Danila Oleynik (Joint Inst. for Nuclear Research (RU))
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Feature requests for FTS/WebFTS
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BigPanDA Room 378 (Bldg.190)
Room 378
Bldg.190
Bldg.190 Room 378Convener: Dr Alexei Klimentov (Brookhaven National Laboratory (US))-
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Introduction
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webFTS highlightsSpeakers: Mr Andrey Kiryanov (B.P. Konstantinov Petersburg Nuclear Physics Institute - PNPI (), Dr Markus Schulz (CERN), Oliver Keeble (CERN)
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webFTS integration with PanDASpeakers: Mr Andrey Kiryanov (B.P. Konstantinov Petersburg Nuclear Physics Institute - PNPI (), Danila Oleynik (Joint Inst. for Nuclear Research (RU)), Kaushik De (University of Texas at Arlington (US)), Oliver Keeble (CERN)
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b) Usage scenario for Titan: requirements from both sides
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13:30
Lunch
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Modeling Distributed Computing Systems 207 (Bldg.190)
207
Bldg.190
Bldg.190, Room 207Conveners: Dr Eugene Burnaev (IPPI RAS), Kaushik De (University of Texas at Arlington (US)), Prof. Shantenu Jha (Rutgers U) -
17:00
Leave to JINR by bus from NRC KI
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Welcome from Prof.N.Rusakovich, JINR Chief Scientific Secretary
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Modeling in mega-projects
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NICA mega-projectSpeaker: Prof. O.Rohachevsky (JINR)
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Modeling of grid-cloud systemsSpeaker: Prof. Gennady Ososkov (JINR)
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11:10
coffee break
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BigPanDA project
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Towards an Abstractions-driven and Standards-based Next-generation of Distributed CyberinfrastructureSpeaker: Prof. Shantenu Jha (Rutgers University)
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Technology trends
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14:00
lunch
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Monitoring
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NoSQL for the storage of monitoring data:Speaker: Ivan Kadochnikov (Joint Inst. for Nuclear Research (RU))
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Monitoring in DIRAC environment for the BES3 experimentSpeaker: Igor Pelevanyuk (Joint Inst. for Nuclear Research (RU))
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27
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16:20
tea break
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32
Presentation of the heterogeneous cluster of LITSpeaker: Dr D.Podgainy (JINR)
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Excursion in LIT
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Technical splinter meetings
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Distributed Modeling splinter meeting
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