HTC/HPC Russia-EC. V. Ilyin NRC Kurchatov Institite Moscow State University

Size: px
Start display at page:

Download "HTC/HPC Russia-EC. V. Ilyin NRC Kurchatov Institite Moscow State University"

Transcription

1 HTC/HPC Russia-EC V. Ilyin NRC Kurchatov Institite Moscow State University some slides, with thanks, used available by Ian Bird (CERN) Alexey Klimentov (CERN, BNL) Vladimir Voevodin )MSU) V. Ilyin meeting FP7 PICTURE, Minsk 21 May 2014

2 Megascience - How to make a discovery? LHC, FAIR, XFEL, NICA, ITER Accelerator Experiment Analysis (Computing) (Grid / Cloud) Big Data Discovery

3 Some history of scale Date Collaboration sizes Data volume, archive technology Late 1950 s 2-3 Kilobits, notebooks 1960 s kb, punchcards 1970 s ~35 MB, tape 1980 s ~100 GB, tape, disk WWW 1990 s TB, tape, disk GRID 2010 s ~3000 PB, tape, disk + cloud + BigData ++ For comparison: 1990 s: Total LEP data set ~few TB Would fit on 1 tape today Today: 1 year of LHC data ~25 PB Where does all this data come from? Ian.Bird@cern.ch / October

4 Эксперименты БАК технологический вызов в области компьютерной обработки данных Data flow to permanent storage: 4-6 GB/sec MB/sec 1-2 GB/sec ~ 4 GB/sec 1-2 GB/sec 4

5

6 Data flow in CMS at LHC В.А. Ильин В мире BigData, ИТМО 10 апреля 2014г.

7 WLCG: A global collaboration Tier-0 (CERN): Data recording Initial data reconstruction Data distribution Tier-1 (11 centres): Permanent storage Re-processing Analysis Tier-2 (~140 centres): Simulation End-user analysis Tier 0 Tier 1 Tier 2 ~150 sites >250k CPU cores >150 PB disk

8 Number of jobs at CMS sites in Russia and at all CMS sites: Oct Sept jobs were submitted to Russian CMS sites Total number of CMS jobs by country jobs 3% 8

9 Global transfers > 10 GB/s (1 day) Data transfers Global transfers (May-June) CERN Tier 1s (with LHC on): 2 GB/s Planned rates: Tier 0 Tier 1: 650 MB/s + margin

10 J. Incandela for the CMS COLLA J. Incandela for the CMS COLLABORATION July 4th 2012 The Status of the Higgs Search July 4th 2012 The Status of the Higgs Search H #gg candidate Evolution of the excess with time Ian.Bird@cern.ch / October

11 Computing model evolution Evolution of computing models Hierarchy Mesh / October

12 BigData Technologies For Mega- Science Workload and Data Management System LHC Upgrade Timeline. 100 times more data in /24/

13 PB Big Data Outlook 450,0 400,0 350,0 300,0 250,0 200,0 150,0 CMS ATLAS ALICE LHCb 100,0 50,0 0,0 Run 1 Run 2 Run 3 Run 4 Very rough estimate of a new RAW data per year of running using a simple extrapolation of current data volume scaled by the output rates. To be added: derived data (ESD, AOD), simulation, user data

14 From Grid to Cloud(s) In order to reduce complexity national or regional T1/T2 centers could transform themselves into Cloud regions Providing IaaS and reliable data services with very good network between the sites, dedicated links to T0

15 Big Data Has Arrived at an Almost Unimaginable Scale Library of congress Business s sent per year 3000 PBytes ATLAS Managed Data Volume 130 PBytes Climate Content Uploaded to Facebook each year. 182 PBytes ATLAS Annual Data Volume 30 PBytes LHC Annual 15 PBytes US census Google search index 98 PBytes Nasdaq Youtube 15 PBytes Health Records 30 PBytes 9/12/13 NEC

16 Russian WLCG Tier-1 status From 2011 Tier1 centers are under creation in Russia for all 4 LHC experiments: ATLAS, ALICE, LHCb in NRC Kurchatov Institute (Moscow) CMS in JINR (Dubna) Today prototypes of these Tier1 s are working in WLCG Should be in production work in WLCG to the RUN-2 (spring 2015) Russian Tier1 s to join world-wide Tier1 level in WLCG, which now includes: UK (Oxfrod), Germany (Karlsrhue), France (Lion), Spain (Barcelona), Italy (), North Europe, USA (FNAL, BNL), Kanada (Vancuver), Taiwan.

17 KI and JINR: networking status Using 2 Gbit/sec channel to GEANT and LHCONE (transit from NORDUnet) Peering with ESnet on LHCONE space, Internet2 should come soon Establishing peering with SARA/NIKHEF (physical transport is ready, waiting for 100G link between SARA and NIKHEF, ETA is next week)

18 KI: networking status Connected to LHCOPN since April 22th 2014 via CERN: 10 Gbit/sec link from Moscow to Amsterdam Second LHCOPN circuit (Moscow Budapest Amsterdam) is ready, but waiting for Wigner DC last mile fiber Exchanging traffic on LHCOPN with all other Tier-1 sites, but FNAL (should be fixed next week)

19 KI: assorted pictures

20 JINR: running jobs

21 HOPSA project ( ICT EU-Russia Coordinated Project (FP EU-Russia) HOPSA project HOlistic Performance System Analysis EU partners: Forschungszentrum Juelich GmbH (EU coordinator); Rogue Wave Software AB; Barcelona Supercomputing Center; German Research School for Simulation Sciences; Technical University Dresden. Russian partners: Research Computing Center, Moscow State University (Russian coordinator); T-Platforms; Joint Supercomputer Center, Russian Academy of Sciences; Scientific Research Institute of Multiprocessor Computer Systems, Southern Federal University.

22 APOS project ( ICT EU-Russia Coordinated Project (FP EU-Russia) APOS project Advanced Performance Optimisation and Scalability EU partners: the University of Edinburgh (EU coordinator); CAPS Enterprise; Uniwersytet Warszawski; TOTAL S.A.; Höchstleistungs-Rechenzentrum Stuttgart. Russian partners: the Keldysh Institute of Applied Mathematics (Russian coordinator); NRC Kurchatov Institute ; the Ugra Research Institute; the Moscow Institute of Physics and Technology (State University).

23 Supercomputing, USA ISC, Германия

24 Supercomputing 11: Cluster Challenge Student team of NNSU is a winner of the contest.

25 Informatics Europe Curriculum Best Practices Award The First Prize: a Joint Proposal of MSU-NNSU: Parallelism & Concurrency: Changing the Landscape of IT-Education

26 Supercomputing Leaders In Moscow State University J.Dongarra D.Kirk M.Kagan S.Scott B.Mohr T.Sterling W.-M.Hwu

Scientific data processing at global scale The LHC Computing Grid. fabio hernandez

Scientific data processing at global scale The LHC Computing Grid. fabio hernandez Scientific data processing at global scale The LHC Computing Grid Chengdu (China), July 5th 2011 Who I am 2 Computing science background Working in the field of computing for high-energy physics since

More information

BigData and Computing Challenges in High Energy and Nuclear Physics

BigData and Computing Challenges in High Energy and Nuclear Physics BigData and Computing Challenges in High Energy and Nuclear Physics Alexei Klimentov CREMLIN WP2 Workshop on BigData Management Moscow, Feb 15-16, 2017 02.03.2017 1 Outline High Energy Physics and Nuclear

More information

Challenges and Evolution of the LHC Production Grid. April 13, 2011 Ian Fisk

Challenges and Evolution of the LHC Production Grid. April 13, 2011 Ian Fisk Challenges and Evolution of the LHC Production Grid April 13, 2011 Ian Fisk 1 Evolution Uni x ALICE Remote Access PD2P/ Popularity Tier-2 Tier-2 Uni u Open Lab m Tier-2 Science Uni x Grid Uni z USA Tier-2

More information

RUSSIAN DATA INTENSIVE GRID (RDIG): CURRENT STATUS AND PERSPECTIVES TOWARD NATIONAL GRID INITIATIVE

RUSSIAN DATA INTENSIVE GRID (RDIG): CURRENT STATUS AND PERSPECTIVES TOWARD NATIONAL GRID INITIATIVE RUSSIAN DATA INTENSIVE GRID (RDIG): CURRENT STATUS AND PERSPECTIVES TOWARD NATIONAL GRID INITIATIVE Viacheslav Ilyin Alexander Kryukov Vladimir Korenkov Yuri Ryabov Aleksey Soldatov (SINP, MSU), (SINP,

More information

The LHC Computing Grid. Slides mostly by: Dr Ian Bird LCG Project Leader 18 March 2008

The LHC Computing Grid. Slides mostly by: Dr Ian Bird LCG Project Leader 18 March 2008 The LHC Computing Grid Slides mostly by: Dr Ian Bird LCG Project Leader 18 March 2008 The LHC Computing Grid February 2008 Some precursors Computing for HEP means data handling Fixed-target experiments

More information

The LHC Computing Grid

The LHC Computing Grid The LHC Computing Grid Visit of Finnish IT Centre for Science CSC Board Members Finland Tuesday 19 th May 2009 Frédéric Hemmer IT Department Head The LHC and Detectors Outline Computing Challenges Current

More information

First Experience with LCG. Board of Sponsors 3 rd April 2009

First Experience with LCG. Board of Sponsors 3 rd April 2009 First Experience with LCG Operation and the future... CERN openlab Board of Sponsors 3 rd April 2009 Ian Bird LCG Project Leader The LHC Computing Challenge Signal/Noise: 10-9 Data volume High rate * large

More information

Preparing for High-Luminosity LHC. Bob Jones CERN Bob.Jones <at> cern.ch

Preparing for High-Luminosity LHC. Bob Jones CERN Bob.Jones <at> cern.ch Preparing for High-Luminosity LHC Bob Jones CERN Bob.Jones cern.ch The Mission of CERN Push back the frontiers of knowledge E.g. the secrets of the Big Bang what was the matter like within the first

More information

Grid Computing Activities at KIT

Grid Computing Activities at KIT Grid Computing Activities at KIT Meeting between NCP and KIT, 21.09.2015 Manuel Giffels Karlsruhe Institute of Technology Institute of Experimental Nuclear Physics & Steinbuch Center for Computing Courtesy

More information

Insight: that s for NSA Decision making: that s for Google, Facebook. so they find the best way to push out adds and products

Insight: that s for NSA Decision making: that s for Google, Facebook. so they find the best way to push out adds and products What is big data? Big data is high-volume, high-velocity and high-variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making.

More information

Computing for LHC in Germany

Computing for LHC in Germany 1 Computing for LHC in Germany Günter Quast Universität Karlsruhe (TH) Meeting with RECFA Berlin, October 5th 2007 WLCG Tier1 & Tier2 Additional resources for data analysis - HGF ''Physics at the Terascale''

More information

Conference The Data Challenges of the LHC. Reda Tafirout, TRIUMF

Conference The Data Challenges of the LHC. Reda Tafirout, TRIUMF Conference 2017 The Data Challenges of the LHC Reda Tafirout, TRIUMF Outline LHC Science goals, tools and data Worldwide LHC Computing Grid Collaboration & Scale Key challenges Networking ATLAS experiment

More information

The JINR Tier1 Site Simulation for Research and Development Purposes

The JINR Tier1 Site Simulation for Research and Development Purposes EPJ Web of Conferences 108, 02033 (2016) DOI: 10.1051/ epjconf/ 201610802033 C Owned by the authors, published by EDP Sciences, 2016 The JINR Tier1 Site Simulation for Research and Development Purposes

More information

The creation of a Tier-1 Data Center for the ALICE experiment in the UNAM. Lukas Nellen ICN-UNAM

The creation of a Tier-1 Data Center for the ALICE experiment in the UNAM. Lukas Nellen ICN-UNAM The creation of a Tier-1 Data Center for the ALICE experiment in the UNAM Lukas Nellen ICN-UNAM lukas@nucleares.unam.mx 3rd BigData BigNetworks Conference Puerto Vallarta April 23, 2015 Who Am I? ALICE

More information

Accelerating Throughput from the LHC to the World

Accelerating Throughput from the LHC to the World Accelerating Throughput from the LHC to the World David Groep David Groep Nikhef PDP Advanced Computing for Research v5 Ignatius 2017 12.5 MByte/event 120 TByte/s and now what? Kans Higgs deeltje: 1 op

More information

CLOUDS OF JINR, UNIVERSITY OF SOFIA AND INRNE JOIN TOGETHER

CLOUDS OF JINR, UNIVERSITY OF SOFIA AND INRNE JOIN TOGETHER CLOUDS OF JINR, UNIVERSITY OF SOFIA AND INRNE JOIN TOGETHER V.V. Korenkov 1, N.A. Kutovskiy 1, N.A. Balashov 1, V.T. Dimitrov 2,a, R.D. Hristova 2, K.T. Kouzmov 2, S.T. Hristov 3 1 Laboratory of Information

More information

Summary of the LHC Computing Review

Summary of the LHC Computing Review Summary of the LHC Computing Review http://lhc-computing-review-public.web.cern.ch John Harvey CERN/EP May 10 th, 2001 LHCb Collaboration Meeting The Scale Data taking rate : 50,100, 200 Hz (ALICE, ATLAS-CMS,

More information

Batch Services at CERN: Status and Future Evolution

Batch Services at CERN: Status and Future Evolution Batch Services at CERN: Status and Future Evolution Helge Meinhard, CERN-IT Platform and Engineering Services Group Leader HTCondor Week 20 May 2015 20-May-2015 CERN batch status and evolution - Helge

More information

A short introduction to the Worldwide LHC Computing Grid. Maarten Litmaath (CERN)

A short introduction to the Worldwide LHC Computing Grid. Maarten Litmaath (CERN) A short introduction to the Worldwide LHC Computing Grid Maarten Litmaath (CERN) 10-15 PetaByte/year The LHC challenge Data analysis requires at least ~100k typical PC processor cores Scientists in tens

More information

From raw data to new fundamental particles: The data management lifecycle at the Large Hadron Collider

From raw data to new fundamental particles: The data management lifecycle at the Large Hadron Collider From raw data to new fundamental particles: The data management lifecycle at the Large Hadron Collider Andrew Washbrook School of Physics and Astronomy University of Edinburgh Dealing with Data Conference

More information

Federated Data Storage System Prototype based on dcache

Federated Data Storage System Prototype based on dcache Federated Data Storage System Prototype based on dcache Andrey Kiryanov, Alexei Klimentov, Artem Petrosyan, Andrey Zarochentsev on behalf of BigData lab @ NRC KI and Russian Federated Data Storage Project

More information

Presentation of the LHCONE Architecture document

Presentation of the LHCONE Architecture document Presentation of the LHCONE Architecture document Marco Marletta, GARR LHCONE Meeting Paris, Tuesday 5th April 2011 Agenda Background Design Definitions Architecture Services Policy Next steps 2 Background

More information

Towards Network Awareness in LHC Computing

Towards Network Awareness in LHC Computing Towards Network Awareness in LHC Computing CMS ALICE CERN Atlas LHCb LHC Run1: Discovery of a New Boson LHC Run2: Beyond the Standard Model Gateway to a New Era Artur Barczyk / Caltech Internet2 Technology

More information

New strategies of the LHC experiments to meet the computing requirements of the HL-LHC era

New strategies of the LHC experiments to meet the computing requirements of the HL-LHC era to meet the computing requirements of the HL-LHC era NPI AS CR Prague/Rez E-mail: adamova@ujf.cas.cz Maarten Litmaath CERN E-mail: Maarten.Litmaath@cern.ch The performance of the Large Hadron Collider

More information

Federated data storage system prototype for LHC experiments and data intensive science

Federated data storage system prototype for LHC experiments and data intensive science Federated data storage system prototype for LHC experiments and data intensive science A. Kiryanov 1,2,a, A. Klimentov 1,3,b, D. Krasnopevtsev 1,4,c, E. Ryabinkin 1,d, A. Zarochentsev 1,5,e 1 National

More information

150 million sensors deliver data. 40 million times per second

150 million sensors deliver data. 40 million times per second CERN June 2007 View of the ATLAS detector (under construction) 150 million sensors deliver data 40 million times per second ATLAS distributed data management software, Don Quijote 2 (DQ2) ATLAS full trigger

More information

Storage and I/O requirements of the LHC experiments

Storage and I/O requirements of the LHC experiments Storage and I/O requirements of the LHC experiments Sverre Jarp CERN openlab, IT Dept where the Web was born 22 June 2006 OpenFabrics Workshop, Paris 1 Briefly about CERN 22 June 2006 OpenFabrics Workshop,

More information

Worldwide Production Distributed Data Management at the LHC. Brian Bockelman MSST 2010, 4 May 2010

Worldwide Production Distributed Data Management at the LHC. Brian Bockelman MSST 2010, 4 May 2010 Worldwide Production Distributed Data Management at the LHC Brian Bockelman MSST 2010, 4 May 2010 At the LHC http://op-webtools.web.cern.ch/opwebtools/vistar/vistars.php?usr=lhc1 Gratuitous detector pictures:

More information

Status of KISTI Tier2 Center for ALICE

Status of KISTI Tier2 Center for ALICE APCTP 2009 LHC Physics Workshop at Korea Status of KISTI Tier2 Center for ALICE August 27, 2009 Soonwook Hwang KISTI e-science Division 1 Outline ALICE Computing Model KISTI ALICE Tier2 Center Future Plan

More information

RESEARCH INFRASTRUCTURES IN HORIZON Marine Melkonyan National University of S&T MISIS

RESEARCH INFRASTRUCTURES IN HORIZON Marine Melkonyan National University of S&T MISIS RESEARCH INFRASTRUCTURES IN HORIZON 2020 Marine Melkonyan National University of S&T MISIS Moscow 06.10.2014 Definition of Research Infrastructures (RIs) Research infrastructures are facilities, resources

More information

Programmable Information Highway (with no Traffic Jams)

Programmable Information Highway (with no Traffic Jams) Programmable Information Highway (with no Traffic Jams) Inder Monga Energy Sciences Network Scientific Networking Division Lawrence Berkeley National Lab Exponential Growth ESnet Accepted Traffic: Jan

More information

Big Data Analytics and the LHC

Big Data Analytics and the LHC Big Data Analytics and the LHC Maria Girone CERN openlab CTO Computing Frontiers 2016, Como, May 2016 DOI: 10.5281/zenodo.45449, CC-BY-SA, images courtesy of CERN 2 3 xx 4 Big bang in the laboratory We

More information

CMS Grid Computing at TAMU Performance, Monitoring and Current Status of the Brazos Cluster

CMS Grid Computing at TAMU Performance, Monitoring and Current Status of the Brazos Cluster CMS Grid Computing at TAMU Performance, Monitoring and Current Status of the Brazos Cluster Vaikunth Thukral Department of Physics and Astronomy Texas A&M University 1 Outline Grid Computing with CMS:

More information

Open data and scientific reproducibility

Open data and scientific reproducibility Open data and scientific reproducibility Victoria Stodden School of Information Sciences University of Illinois at Urbana-Champaign Data Science @ LHC 2015 Workshop CERN Nov 13, 2015 Closing Remarks: Open

More information

ATLAS Experiment and GCE

ATLAS Experiment and GCE ATLAS Experiment and GCE Google IO Conference San Francisco, CA Sergey Panitkin (BNL) and Andrew Hanushevsky (SLAC), for the ATLAS Collaboration ATLAS Experiment The ATLAS is one of the six particle detectors

More information

Tier-2 structure in Poland. R. Gokieli Institute for Nuclear Studies, Warsaw M. Witek Institute of Nuclear Physics, Cracow

Tier-2 structure in Poland. R. Gokieli Institute for Nuclear Studies, Warsaw M. Witek Institute of Nuclear Physics, Cracow Tier-2 structure in Poland R. Gokieli Institute for Nuclear Studies, Warsaw M. Witek Institute of Nuclear Physics, Cracow Plan LHC experiments in Poland Tier-2 centers Current activities - SC3 Expectations

More information

Andrea Sciabà CERN, Switzerland

Andrea Sciabà CERN, Switzerland Frascati Physics Series Vol. VVVVVV (xxxx), pp. 000-000 XX Conference Location, Date-start - Date-end, Year THE LHC COMPUTING GRID Andrea Sciabà CERN, Switzerland Abstract The LHC experiments will start

More information

Support for multiple virtual organizations in the Romanian LCG Federation

Support for multiple virtual organizations in the Romanian LCG Federation INCDTIM-CJ, Cluj-Napoca, 25-27.10.2012 Support for multiple virtual organizations in the Romanian LCG Federation M. Dulea, S. Constantinescu, M. Ciubancan Department of Computational Physics and Information

More information

Grid Computing a new tool for science

Grid Computing a new tool for science Grid Computing a new tool for science CERN, the European Organization for Nuclear Research Dr. Wolfgang von Rüden Wolfgang von Rüden, CERN, IT Department Grid Computing July 2006 CERN stands for over 50

More information

T0-T1-T2 networking. Vancouver, 31 August 2009 LHCOPN T0-T1-T2 Working Group

T0-T1-T2 networking. Vancouver, 31 August 2009 LHCOPN T0-T1-T2 Working Group T0-T1-T2 networking Vancouver, 31 August 2009 LHCOPN T0-T1-T2 Working Group 1 Requirements from the experiments 2 T0-T1 traffic 1. For all the experiments, the most important thing is to save a second

More information

Travelling securely on the Grid to the origin of the Universe

Travelling securely on the Grid to the origin of the Universe 1 Travelling securely on the Grid to the origin of the Universe F-Secure SPECIES 2007 conference Wolfgang von Rüden 1 Head, IT Department, CERN, Geneva 24 January 2007 2 CERN stands for over 50 years of

More information

CERN s Business Computing

CERN s Business Computing CERN s Business Computing Where Accelerated the infinitely by Large Pentaho Meets the Infinitely small Jan Janke Deputy Group Leader CERN Administrative Information Systems Group CERN World s Leading Particle

More information

ATLAS 実験コンピューティングの現状と将来 - エクサバイトへの挑戦 坂本宏 東大 ICEPP

ATLAS 実験コンピューティングの現状と将来 - エクサバイトへの挑戦 坂本宏 東大 ICEPP ATLAS 実験コンピューティングの現状と将来 - エクサバイトへの挑戦 坂本宏 東大 ICEPP 1 Contents Energy Frontier Particle Physics Large Hadron Collider (LHC) LHC Experiments: mainly ATLAS Requirements on computing Worldwide LHC Computing

More information

The CMS Computing Model

The CMS Computing Model The CMS Computing Model Dorian Kcira California Institute of Technology SuperComputing 2009 November 14-20 2009, Portland, OR CERN s Large Hadron Collider 5000+ Physicists/Engineers 300+ Institutes 70+

More information

RDMS CMS Computing Activities before the LHC start

RDMS CMS Computing Activities before the LHC start RDMS CMS Computing Activities before the LHC start RDMS CMS computing model Tiers 1 CERN Collaborative centers: RCC RCC MSU, MSU, RRC RRC KI KI Kharkov Minsk JINR Erevan SINP MSU RDMS CMS Tier2 Tbilisi

More information

ALICE Grid Activities in US

ALICE Grid Activities in US ALICE Grid Activities in US 1 ALICE-USA Computing Project ALICE-USA Collaboration formed to focus on the ALICE EMCal project Construction, installation, testing and integration participating institutions

More information

The LCG 3D Project. Maria Girone, CERN. The 23rd Open Grid Forum - OGF23 4th June 2008, Barcelona. CERN IT Department CH-1211 Genève 23 Switzerland

The LCG 3D Project. Maria Girone, CERN. The 23rd Open Grid Forum - OGF23 4th June 2008, Barcelona. CERN IT Department CH-1211 Genève 23 Switzerland The LCG 3D Project Maria Girone, CERN The rd Open Grid Forum - OGF 4th June 2008, Barcelona Outline Introduction The Distributed Database (3D) Project Streams Replication Technology and Performance Availability

More information

The LHC computing model and its evolution. Dr Bob Jones CERN

The LHC computing model and its evolution. Dr Bob Jones CERN The LHC computing model and its evolution Dr Bob Jones CERN Bob.Jones CERN.ch CERN was founded 1954: 12 European States Today: 20 Member States ~ 2300 staff ~ 790 other paid personnel > 10000 users

More information

Experience of the WLCG data management system from the first two years of the LHC data taking

Experience of the WLCG data management system from the first two years of the LHC data taking Experience of the WLCG data management system from the first two years of the LHC data taking 1 Nuclear Physics Institute, Czech Academy of Sciences Rez near Prague, CZ 25068, Czech Republic E-mail: adamova@ujf.cas.cz

More information

The LHC Computing Grid

The LHC Computing Grid The LHC Computing Grid Gergely Debreczeni (CERN IT/Grid Deployment Group) The data factory of LHC 40 million collisions in each second After on-line triggers and selections, only 100 3-4 MB/event requires

More information

LHC Grid Computing in Russia: present and future

LHC Grid Computing in Russia: present and future Journal of Physics: Conference Series OPEN ACCESS LHC Grid Computing in Russia: present and future To cite this article: A Berezhnaya et al 2014 J. Phys.: Conf. Ser. 513 062041 Related content - Operating

More information

1. Introduction. Outline

1. Introduction. Outline Outline 1. Introduction ALICE computing in Run-1 and Run-2 2. ALICE computing in Run-3 and Run-4 (2021-) 3. Current ALICE O 2 project status 4. T2 site(s) in Japan and network 5. Summary 2 Quark- Gluon

More information

NCP Computing Infrastructure & T2-PK-NCP Site Update. Saqib Haleem National Centre for Physics (NCP), Pakistan

NCP Computing Infrastructure & T2-PK-NCP Site Update. Saqib Haleem National Centre for Physics (NCP), Pakistan NCP Computing Infrastructure & T2-PK-NCP Site Update Saqib Haleem National Centre for Physics (NCP), Pakistan Outline NCP Overview Computing Infrastructure at NCP WLCG T2 Site status Network status and

More information

CERN and Scientific Computing

CERN and Scientific Computing CERN and Scientific Computing Massimo Lamanna CERN Information Technology Department Experiment Support Group 1960: 26 GeV proton in the 32 cm CERN hydrogen bubble chamber 1960: IBM 709 at the Geneva airport

More information

CERN Network activities update

CERN Network activities update CERN Network activities update SIG-NOC at CERN 27th of April 2017 edoardo.martelli@cern.ch Agenda Updates on: - Networks at CERN IT - LHCOPN - LHCONE - Cloud Activities - IPv6 adoption 2 CERN IT IT Communication

More information

Distributed e-infrastructures for data intensive science

Distributed e-infrastructures for data intensive science Distributed e-infrastructures for data intensive science Bob Jones CERN Bob.Jones CERN.ch Overview What is CERN The LHC accelerator and experiments The Computing needs of the LHC The World wide LHC

More information

The Grid: Processing the Data from the World s Largest Scientific Machine

The Grid: Processing the Data from the World s Largest Scientific Machine The Grid: Processing the Data from the World s Largest Scientific Machine 10th Topical Seminar On Innovative Particle and Radiation Detectors Siena, 1-5 October 2006 Patricia Méndez Lorenzo (IT-PSS/ED),

More information

SSRS-4 and the CREMLIN follow up project

SSRS-4 and the CREMLIN follow up project SSRS-4 and the CREMLIN follow up project Towards elaborating a plan for the future collaboration Martin Sandhop SSRS-4 and the CREMLIN follow up project www.cremlin.eu CREMLIN WP5 Workshop: "Towards a

More information

Grid Computing: dealing with GB/s dataflows

Grid Computing: dealing with GB/s dataflows Grid Computing: dealing with GB/s dataflows Jan Just Keijser, Nikhef janjust@nikhef.nl David Groep, NIKHEF 21 March 2011 Graphics: Real Time Monitor, Gidon Moont, Imperial College London, see http://gridportal.hep.ph.ic.ac.uk/rtm/

More information

High Performance Computing from an EU perspective

High Performance Computing from an EU perspective High Performance Computing from an EU perspective DEISA PRACE Symposium 2010 Barcelona, 10 May 2010 Kostas Glinos European Commission - DG INFSO Head of Unit GÉANT & e-infrastructures 1 "The views expressed

More information

The European DataGRID Production Testbed

The European DataGRID Production Testbed The European DataGRID Production Testbed Franck Bonnassieux CNRS/UREC ENS-Lyon France DataGrid Network Work Package Manager Franck.Bonnassieux@ens-lyon.fr Presentation outline General DataGrid project

More information

Big Computing and the Mitchell Institute for Fundamental Physics and Astronomy. David Toback

Big Computing and the Mitchell Institute for Fundamental Physics and Astronomy. David Toback Big Computing and the Mitchell Institute for Fundamental Physics and Astronomy Texas A&M Big Data Workshop October 2011 January 2015, Texas A&M University Research Topics Seminar 1 Outline Overview of

More information

UW-ATLAS Experiences with Condor

UW-ATLAS Experiences with Condor UW-ATLAS Experiences with Condor M.Chen, A. Leung, B.Mellado Sau Lan Wu and N.Xu Paradyn / Condor Week, Madison, 05/01/08 Outline Our first success story with Condor - ATLAS production in 2004~2005. CRONUS

More information

Europe and its Open Science Cloud: the Italian perspective. Luciano Gaido Plan-E meeting, Poznan, April

Europe and its Open Science Cloud: the Italian perspective. Luciano Gaido Plan-E meeting, Poznan, April Europe and its Open Science Cloud: the Italian perspective Luciano Gaido (gaido@to.infn.it) Plan-E meeting, Poznan, April 27 2017 Background Italy has a long-standing expertise and experience in the management

More information

Grid Computing at the IIHE

Grid Computing at the IIHE BNC 2016 Grid Computing at the IIHE The Interuniversity Institute for High Energies S. Amary, F. Blekman, A. Boukil, O. Devroede, S. Gérard, A. Ouchene, R. Rougny, S. Rugovac, P. Vanlaer, R. Vandenbroucke

More information

Grid and Cloud Activities in KISTI

Grid and Cloud Activities in KISTI Grid and Cloud Activities in KISTI March 23, 2011 Soonwook Hwang KISTI, KOREA 1 Outline Grid Operation and Infrastructure KISTI ALICE Tier2 Center FKPPL VO: Production Grid Infrastructure Global Science

More information

The grid for LHC Data Analysis

The grid for LHC Data Analysis The grid for LHC Data Analysis ICAP 2006 Conference Chamonix 5 October 2006 Les Robertson - CERN LHC Computing Grid Project Leader The LHC Computing Challenges 1. Data After reduction by triggers and data

More information

Storage Resource Sharing with CASTOR.

Storage Resource Sharing with CASTOR. Storage Resource Sharing with CASTOR Olof Barring, Benjamin Couturier, Jean-Damien Durand, Emil Knezo, Sebastien Ponce (CERN) Vitali Motyakov (IHEP) ben.couturier@cern.ch 16/4/2004 Storage Resource Sharing

More information

Clouds at other sites T2-type computing

Clouds at other sites T2-type computing Clouds at other sites T2-type computing Randall Sobie University of Victoria Randall Sobie IPP/Victoria 1 Overview Clouds are used in a variety of ways for Tier-2 type computing MC simulation, production

More information

LHCb Computing Resource usage in 2017

LHCb Computing Resource usage in 2017 LHCb Computing Resource usage in 2017 LHCb-PUB-2018-002 07/03/2018 LHCb Public Note Issue: First version Revision: 0 Reference: LHCb-PUB-2018-002 Created: 1 st February 2018 Last modified: 12 th April

More information

Interconnection of Armenian e- Infrastructures with the pan- Euroepan Integrated Environments

Interconnection of Armenian e- Infrastructures with the pan- Euroepan Integrated Environments Interconnection of Armenian e- Infrastructures with the pan- Euroepan Integrated Environments H. Astsatryan Institute for Informatics and Automation Problems, National Academy of Sciences of the Republic

More information

Stephen J. Gowdy (CERN) 12 th September 2012 XLDB Conference FINDING THE HIGGS IN THE HAYSTACK(S)

Stephen J. Gowdy (CERN) 12 th September 2012 XLDB Conference FINDING THE HIGGS IN THE HAYSTACK(S) Stephen J. Gowdy (CERN) 12 th September 2012 XLDB Conference FINDING THE HIGGS IN THE HAYSTACK(S) Overview Large Hadron Collider (LHC) Compact Muon Solenoid (CMS) experiment The Challenge Worldwide LHC

More information

DESY at the LHC. Klaus Mőnig. On behalf of the ATLAS, CMS and the Grid/Tier2 communities

DESY at the LHC. Klaus Mőnig. On behalf of the ATLAS, CMS and the Grid/Tier2 communities DESY at the LHC Klaus Mőnig On behalf of the ATLAS, CMS and the Grid/Tier2 communities A bit of History In Spring 2005 DESY decided to participate in the LHC experimental program During summer 2005 a group

More information

Connectivity Services, Autobahn and New Services

Connectivity Services, Autobahn and New Services Connectivity Services, Autobahn and New Services Domenico Vicinanza, DANTE EGEE 09, Barcelona, 21 st -25 th September 2009 Agenda Background GÉANT Connectivity services: GÉANT IP GÉANT Plus GÉANT Lambda

More information

Data Transfers Between LHC Grid Sites Dorian Kcira

Data Transfers Between LHC Grid Sites Dorian Kcira Data Transfers Between LHC Grid Sites Dorian Kcira dkcira@caltech.edu Caltech High Energy Physics Group hep.caltech.edu/cms CERN Site: LHC and the Experiments Large Hadron Collider 27 km circumference

More information

e-research Infrastructures for e-science Axel Berg SARA national HPC & e-science support center RAMIRI, June 15, 2011

e-research Infrastructures for e-science Axel Berg SARA national HPC & e-science support center RAMIRI, June 15, 2011 e-research Infrastructures for e-science Axel Berg SARA national HPC & e-science support center RAMIRI, June 15, 2011 Science Park Amsterdam a world of science in a city of inspiration > Faculty of Science

More information

The Science DMZ: Evolution

The Science DMZ: Evolution The Science DMZ: Evolution Eli Dart, ESnet CC-NIE PI Meeting Washington, DC May 1, 2014 Why Are We Doing This? It s good to build high-quality infrastructure As network engineers, we like building networks

More information

Constant monitoring of multi-site network connectivity at the Tokyo Tier2 center

Constant monitoring of multi-site network connectivity at the Tokyo Tier2 center Constant monitoring of multi-site network connectivity at the Tokyo Tier2 center, T. Mashimo, N. Matsui, H. Matsunaga, H. Sakamoto, I. Ueda International Center for Elementary Particle Physics, The University

More information

CSCS CERN videoconference CFD applications

CSCS CERN videoconference CFD applications CSCS CERN videoconference CFD applications TS/CV/Detector Cooling - CFD Team CERN June 13 th 2006 Michele Battistin June 2006 CERN & CFD Presentation 1 TOPICS - Some feedback about already existing collaboration

More information

High-Energy Physics Data-Storage Challenges

High-Energy Physics Data-Storage Challenges High-Energy Physics Data-Storage Challenges Richard P. Mount SLAC SC2003 Experimental HENP Understanding the quantum world requires: Repeated measurement billions of collisions Large (500 2000 physicist)

More information

GÉANT Mission and Services

GÉANT Mission and Services GÉANT Mission and Services Vincenzo Capone Senior Technical Business Development Officer CREMLIN WP2 Workshop on Big Data Management 15 February 2017, Moscow GÉANT - Networks Manages research & education

More information

Opportunities A Realistic Study of Costs Associated

Opportunities A Realistic Study of Costs Associated e-fiscal Summer Workshop Opportunities A Realistic Study of Costs Associated X to Datacenter Installation and Operation in a Research Institute can we do EVEN better? Samos, 3rd July 2012 Jesús Marco de

More information

Storage Virtualization. Eric Yen Academia Sinica Grid Computing Centre (ASGC) Taiwan

Storage Virtualization. Eric Yen Academia Sinica Grid Computing Centre (ASGC) Taiwan Storage Virtualization Eric Yen Academia Sinica Grid Computing Centre (ASGC) Taiwan Storage Virtualization In computer science, storage virtualization uses virtualization to enable better functionality

More information

Computing / The DESY Grid Center

Computing / The DESY Grid Center Computing / The DESY Grid Center Developing software for HEP - dcache - ILC software development The DESY Grid Center - NAF, DESY-HH and DESY-ZN Grid overview - Usage and outcome Yves Kemp for DESY IT

More information

WLCG Transfers Dashboard: a Unified Monitoring Tool for Heterogeneous Data Transfers.

WLCG Transfers Dashboard: a Unified Monitoring Tool for Heterogeneous Data Transfers. WLCG Transfers Dashboard: a Unified Monitoring Tool for Heterogeneous Data Transfers. J Andreeva 1, A Beche 1, S Belov 2, I Kadochnikov 2, P Saiz 1 and D Tuckett 1 1 CERN (European Organization for Nuclear

More information

Clouds in High Energy Physics

Clouds in High Energy Physics Clouds in High Energy Physics Randall Sobie University of Victoria Randall Sobie IPP/Victoria 1 Overview Clouds are integral part of our HEP computing infrastructure Primarily Infrastructure-as-a-Service

More information

LHCb Computing Status. Andrei Tsaregorodtsev CPPM

LHCb Computing Status. Andrei Tsaregorodtsev CPPM LHCb Computing Status Andrei Tsaregorodtsev CPPM Plan Run II Computing Model Results of the 2015 data processing 2016-2017 outlook Preparing for Run III Conclusions 2 HLT Output Stream Splitting 12.5 khz

More information

Operating the Distributed NDGF Tier-1

Operating the Distributed NDGF Tier-1 Operating the Distributed NDGF Tier-1 Michael Grønager Technical Coordinator, NDGF International Symposium on Grid Computing 08 Taipei, April 10th 2008 Talk Outline What is NDGF? Why a distributed Tier-1?

More information

The evolving role of Tier2s in ATLAS with the new Computing and Data Distribution model

The evolving role of Tier2s in ATLAS with the new Computing and Data Distribution model Journal of Physics: Conference Series The evolving role of Tier2s in ATLAS with the new Computing and Data Distribution model To cite this article: S González de la Hoz 2012 J. Phys.: Conf. Ser. 396 032050

More information

The Software Defined Online Storage System at the GridKa WLCG Tier-1 Center

The Software Defined Online Storage System at the GridKa WLCG Tier-1 Center The Software Defined Online Storage System at the GridKa WLCG Tier-1 Center CHEP 2018, Sofia Jan Erik Sundermann, Jolanta Bubeliene, Ludmilla Obholz, Andreas Petzold STEINBUCH CENTRE FOR COMPUTING (SCC)

More information

where the Web was born Experience of Adding New Architectures to the LCG Production Environment

where the Web was born Experience of Adding New Architectures to the LCG Production Environment where the Web was born Experience of Adding New Architectures to the LCG Production Environment Andreas Unterkircher, openlab fellow Sverre Jarp, CTO CERN openlab Industrializing the Grid openlab Workshop

More information

PROOF-Condor integration for ATLAS

PROOF-Condor integration for ATLAS PROOF-Condor integration for ATLAS G. Ganis,, J. Iwaszkiewicz, F. Rademakers CERN / PH-SFT M. Livny, B. Mellado, Neng Xu,, Sau Lan Wu University Of Wisconsin Condor Week, Madison, 29 Apr 2 May 2008 Outline

More information

Computing Model Tier-2 Plans for Germany Relations to GridKa/Tier-1

Computing Model Tier-2 Plans for Germany Relations to GridKa/Tier-1 ATLAS Tier-2 Computing in D GridKa-TAB, Karlsruhe, 30.9.2005 München Computing Model Tier-2 Plans for Germany Relations to GridKa/Tier-1 GridKa-TAB, 30.9.05 1 ATLAS Offline Computing ~Pb/sec PC (2004)

More information

IEPSAS-Kosice: experiences in running LCG site

IEPSAS-Kosice: experiences in running LCG site IEPSAS-Kosice: experiences in running LCG site Marian Babik 1, Dusan Bruncko 2, Tomas Daranyi 1, Ladislav Hluchy 1 and Pavol Strizenec 2 1 Department of Parallel and Distributed Computing, Institute of

More information

Media (NEM) Initiative

Media (NEM) Initiative Networked and Electronic Media (NEM) Initiative NEM Initiative and involvement of Game developers Possibilities for participation in the new EU funding work programme 2011 Dr.-Ing. Halid Hrasnica Eurescom

More information

Computing at Belle II

Computing at Belle II Computing at Belle II CHEP 22.05.2012 Takanori Hara for the Belle II Computing Group Physics Objective of Belle and Belle II Confirmation of KM mechanism of CP in the Standard Model CP in the SM too small

More information

LHC Computing Grid today Did it work?

LHC Computing Grid today Did it work? Did it work? Sept. 9th 2011, 1 KIT University of the State of Baden-Wuerttemberg and National Research Center of the Helmholtz Association Institut www.kit.edu Abteilung Large Hadron Collider and Experiments

More information

WLCG Network Throughput WG

WLCG Network Throughput WG WLCG Network Throughput WG Shawn McKee, Marian Babik for the Working Group HEPiX Tsukuba 16-20 October 2017 Working Group WLCG Network Throughput WG formed in the fall of 2014 within the scope of WLCG

More information

DIRAC pilot framework and the DIRAC Workload Management System

DIRAC pilot framework and the DIRAC Workload Management System Journal of Physics: Conference Series DIRAC pilot framework and the DIRAC Workload Management System To cite this article: Adrian Casajus et al 2010 J. Phys.: Conf. Ser. 219 062049 View the article online

More information

Philippe Laurens, Michigan State University, for USATLAS. Atlas Great Lakes Tier 2 collocated at MSU and the University of Michigan

Philippe Laurens, Michigan State University, for USATLAS. Atlas Great Lakes Tier 2 collocated at MSU and the University of Michigan Philippe Laurens, Michigan State University, for USATLAS Atlas Great Lakes Tier 2 collocated at MSU and the University of Michigan ESCC/Internet2 Joint Techs -- 12 July 2011 Content Introduction LHC, ATLAS,

More information